CompreFace Jetson gpu cuda support

Jetson gpu cuda support

Open alekslyse opened this issue 3 years ago • 55 comments

As its a build that support gpu and cuda have any tried to use a nvidia jetson nano that got about 120 cuda cores?

May 10 '21 21:05 alekslyse

Hi, unfortunately, Nvidia Jetson Nano has ARM CPU which is not currently supported by CompreFace. So even CPU version won't work

May 11 '21 09:05 pospielov

I recently tried on a Jetson TX1 (aarch64). The docker composes without displaying any issue, but http://localhost:8000/login is not reachable. Will it be supported in a future release? What are the current limitations/challenges that impede the the docker container to run on aarch64?

May 25 '21 12:05 SilvioGiancola

There are several problems with supporting arm CPU:

There is no easy way to automate such build without an arm-based computer. The first option is to find a contributor who has arm device and wants to build CompreFace for Arm. But the downside will be that we won't be able to publish Arm version if he leaves the team. The second option is Docker Buildx. As far as I know, it's in an experimental stage now, but this is the only good option. And we still need to understand how to use it.
Not all libraries are built for Arm CPU. E.g. as far as I know, you can't just install Tensorflow from pip. Best case scenario - we find ready to use guide and build a fully compatible Tensorflow. Worst scenario - we build only TensorFlow lite and will probably have a separate code for arm platforms.
There are lots of options to run neural networks on arm based devices. E.g. if you use Jetson Nano, you'll expect to use full Tensorflow, because you have a good CUDA accelerator. But others could want to use Google Coral, they will want to use TensorFlow Lite because this is the only option. Another option - Intel neural compute stick 2, which also could be run on Raspberry, but can use only the Intel Open Vino framework. So we need to find a way to support all of these frameworks and do not make our code too complex to support. I personally believe that in the near future arm based devices will become more popular(we already have MacBook on arm CPU) and more people spend their time expanding arm ecosystem. CompreFace will definitely support arm devices in the future, the question only - when.

May 25 '21 17:05 pospielov

Thank you for your very detailed answer, it is very appreciated. Looking forward further development for ARM-based architectures in a (near?) future :)

May 25 '21 18:05 SilvioGiancola

For Jetson devices I have several Nano's sitting around I can run tests on, I really would like to see this for, believe it or not, a home assistant project, part of it is an internal tool called "Kane" that integrates with every device in our office(smart tv's, laptops, phones, etc) - part of it for our home shopping hub.

Re the comment on building/buildX I can try and help, just chuck me some tasks and I'll see if I can "make it work"?

Aug 31 '21 14:08 marcfielding1

I've got just under a week free by the way so I can get a good run at some research/groundwork if you guys respond quickly :-)

Aug 31 '21 14:08 marcfielding1

We would really like to integrate with the home assistant as well, so your research would be so helpful. What I suggest to start from: The critical point here is to build compreface-core image. I think we can start building it on Jetson Nano, so we won't need to setup buildX. To build it, clone the repository and run: docker build -t embedding-calculator --build-arg SKIP_TESTS=true . I think It will fail on RUN pip --no-cache-dir install -r requirements.txt step as there won't be all libraries compiled for ARM in the pip repository. Then we need to collect the list of these libraries and think about what should we do - probably we will need to compile them ourselves. For faster response, you can send your skype (or Whatsapp, or Telegram, any other messenger) to your email: [email protected]

Aug 31 '21 15:08 pospielov

Heya, sure so I had a thought you can just the actions buildx plugin for this sorta stuff, let me pull the image though and try it locally! Obviously don't leave token as string ya want it in a secret.

I'll ping my WhatsApp there shortly!

Something like this, although this is just out of a workflow I have for a NodeJS project. I can't remember if the names of build targets are right though.

jobs:
  docker-build:
    runs-on: ubuntu-latest
    steps:
      - name: Cache dependencies
        uses: actions/cache@v2
        with:
          path: ~/.npm
          key: npm-${{ hashFiles('package-lock.json') }}
          restore-keys: npm-          
      -
        name: Login to DockerHub
        uses: docker/login-action@v1 
        with:
          username: "marcfielding1"
          password: "TOKEN"
      - uses: actions/setup-node@v2
        with:
          node-version: '14.0.0'
      -
        name: Set up QEMU
        uses: docker/setup-qemu-action@v1
      -
        name: Set up Docker Buildx
        uses: docker/setup-buildx-action@v1          
      -
        name: Build and push
        uses: docker/build-push-action@v2
        with:
          platforms: linux/arm,linux/arm64,linux/amd64
          push: true
          tags: repo/image:latest

Aug 31 '21 17:08 marcfielding1

Heya,

Sooo getting there, there is currently a problem with Scikit-image, I've found a solution here from the NVIDIA forums that I'm going to try out.

Build output below:

Sending build context to Docker daemon  10.91MB
Step 1/36 : ARG BASE_IMAGE
Step 2/36 : FROM ${BASE_IMAGE:-python:3.7-slim}
 ---> a1776b632fa3
Step 3/36 : RUN apt-get update && apt-get install -y build-essential cmake git wget unzip         curl yasm pkg-config libswscale-dev libtbb2 libtbb-dev libjpeg-dev         libpng-dev libtiff-dev libavformat-dev libpq-dev libfreeimage3     && rm -rf /var/lib/apt/lists/*
 ---> Using cache
 ---> 5610457fda7b
Step 4/36 : SHELL ["/bin/bash", "-c"]
 ---> Using cache
 ---> 5cc5df239fc2
Step 5/36 : WORKDIR /app/ml
 ---> Using cache
 ---> 3099534ddcb5
Step 6/36 : COPY requirements.txt .
 ---> Using cache
 ---> 63e0c2611094
Step 7/36 : RUN pip --no-cache-dir install -r requirements.txt
 ---> Running in 234b16d98c44
Collecting attrs==20.2.0
  Downloading attrs-20.2.0-py2.py3-none-any.whl (48 kB)
Collecting cached-property==1.5.2
  Downloading cached_property-1.5.2-py2.py3-none-any.whl (7.6 kB)
Collecting colour==0.1.5
  Downloading colour-0.1.5-py2.py3-none-any.whl (23 kB)
Collecting flasgger==0.9.5
  Downloading flasgger-0.9.5-py2.py3-none-any.whl (3.8 MB)
Collecting Flask==1.1.2
  Downloading Flask-1.1.2-py2.py3-none-any.whl (94 kB)
Collecting gdown~=3.12
  Downloading gdown-3.13.0.tar.gz (9.3 kB)
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
    Preparing wheel metadata: started
    Preparing wheel metadata: finished with status 'done'
Collecting Werkzeug==1.0.1
  Downloading Werkzeug-1.0.1-py2.py3-none-any.whl (298 kB)
Collecting mock~=4.0.2
  Downloading mock-4.0.3-py3-none-any.whl (28 kB)
Collecting pytest~=6.1.2
  Downloading pytest-6.1.2-py3-none-any.whl (272 kB)
Collecting pytest-mock~=3.3.1
  Downloading pytest_mock-3.3.1-py3-none-any.whl (11 kB)
Collecting requests~=2.24.0
  Downloading requests-2.24.0-py2.py3-none-any.whl (61 kB)
Collecting pylama~=7.7.1
  Downloading pylama-7.7.1-py2.py3-none-any.whl (35 kB)
Collecting Pillow~=8.0.1
  Downloading Pillow-8.0.1-cp37-cp37m-manylinux2014_aarch64.whl (2.1 MB)
Collecting imagecodecs~=2020.5.30
  Downloading imagecodecs-2020.5.30.tar.gz (9.0 MB)
^TCollecting numpy~=1.19.5
  Downloading numpy-1.19.5-cp37-cp37m-manylinux2014_aarch64.whl (12.4 MB)
Collecting scipy~=1.5.4
  Downloading scipy-1.5.4-cp37-cp37m-manylinux2014_aarch64.whl (24.4 MB)
Collecting opencv-python~=4.4.0
  Downloading opencv-python-4.4.0.46.tar.gz (88.9 MB)
  Installing build dependencies: started
  Installing build dependencies: still running...
  Installing build dependencies: still running...
  Installing build dependencies: still running...
  Installing build dependencies: still running...
  Installing build dependencies: still running...
  Installing build dependencies: still running...
  Installing build dependencies: still running...
  Installing build dependencies: still running...
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
    Preparing wheel metadata: started
    Preparing wheel metadata: finished with status 'done'
Collecting scikit-learn~=0.23.2
  Downloading scikit-learn-0.23.2.tar.gz (7.2 MB)
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
    Preparing wheel metadata: started
    Preparing wheel metadata: finished with status 'done'
Collecting scikit-image~=0.17.2
  Downloading scikit-image-0.17.2.tar.gz (29.8 MB)
    ERROR: Command errored out with exit status 1:
     command: /usr/local/bin/python -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-install-3l0blh2u/scikit-image_870a4d563b4d40359e07b1cde9c82659/setup.py'"'"'; __file__='"'"'/tmp/pip-install-3l0blh2u/scikit-image_870a4d563b4d40359e07b1cde9c82659/setup.py'"'"';f = getattr(tokenize, '"'"'open'"'"', open)(__file__) if os.path.exists(__file__) else io.StringIO('"'"'from setuptools import setup; setup()'"'"');code = f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' egg_info --egg-base /tmp/pip-pip-egg-info-uaakw08x
         cwd: /tmp/pip-install-3l0blh2u/scikit-image_870a4d563b4d40359e07b1cde9c82659/
    Complete output (7 lines):
    Traceback (most recent call last):
      File "<string>", line 1, in <module>
      File "/tmp/pip-install-3l0blh2u/scikit-image_870a4d563b4d40359e07b1cde9c82659/setup.py", line 234, in <module>
        'build_ext': openmp_build_ext(),
      File "/tmp/pip-install-3l0blh2u/scikit-image_870a4d563b4d40359e07b1cde9c82659/setup.py", line 58, in openmp_build_ext
        from numpy.distutils.command.build_ext import build_ext
    ModuleNotFoundError: No module named 'numpy'
    ----------------------------------------
WARNING: Discarding https://files.pythonhosted.org/packages/54/fd/c1b0bb8f6f12ef9b4ee8d7674dac82cd482886f8b5cd165631efa533e237/scikit-image-0.17.2.tar.gz#sha256=bd954c0588f0f7e81d9763dc95e06950e68247d540476e06cb77bcbcd8c2d8b3 (from https://pypi.org/simple/scikit-image/) (requires-python:>=3.6). Command errored out with exit status 1: python setup.py egg_info Check the logs for full command output.
ERROR: Could not find a version that satisfies the requirement scikit-image~=0.17.2 (from versions: 0.7.2, 0.8.0, 0.8.1, 0.8.2, 0.9.0, 0.9.1, 0.9.3, 0.10.0, 0.10.1, 0.11.2, 0.11.3, 0.12.0, 0.12.1, 0.12.2, 0.12.3, 0.13.0, 0.13.1, 0.14.0, 0.14.1, 0.14.2, 0.14.3, 0.14.5, 0.15.0, 0.16.2, 0.17.1, 0.17.2, 0.18.0rc0, 0.18.0rc1, 0.18.0rc2, 0.18.0, 0.18.1, 0.18.2rc1, 0.18.2rc2, 0.18.2, 0.18.3)
ERROR: No matching distribution found for scikit-image~=0.17.2
The command '/bin/bash -c pip --no-cache-dir install -r requirements.txt' returned a non-zero code: 1

Sep 02 '21 10:09 marcfielding1

this is strange because you installed the NumPy package hmm... Could you try to check if numpy is there? I mean you can do it even without docker just try to install numpy on your Jetson and check if you can import it. I think it should be like:

pip3 install numpy=1.19.5
python3
from numpy.distutils.command.build_ext import build_ext

Sep 02 '21 10:09 pospielov

Quick update from me the issue now imagecodecs, installing numpy manually via RUN in the dockerfile somehow fixed the problem with pip install requirements.

Just figuring out the installation packages required. Turns out imagecodecs is a bit of beast.

Sep 03 '21 13:09 marcfielding1

https://scikit-image.org/docs/dev/install.html#id5 scikit-image has tips for arm CPU, including how to handle imagecodecs

Sep 03 '21 13:09 pospielov

https://scikit-image.org/docs/dev/install.html#id5 scikit-image has tips for arm CPU, including how to handle imagecodecs

Nice, thanks I was trawling through docs looking for something like that, saved me some time there!

Sep 03 '21 14:09 marcfielding1

Any update on this? I'm currently using DoubleTake in Home Assistant tied to Frigate on a RPi4 with Coral TPU doing object recognition. When it detects a face it triggers DT to send to its detectors. I've tried DeepStack running on my Jetson Nano 4 gig as well as CompreFace on my Home Assistant Install. Even without a TPU or GPU, CompreFace consistently scores more correct matches than DeepStack on the Nano.

So my thought was to see if I could put CompreFace on the Nano and that way it can use the CUDA cores for the neural processing.

You also now have me wanting to go looking up this "Kane" you referred too.

Aug 31 '22 06:08 LordNex

For Jetson devices I have several Nano's sitting around I can run tests on, I really would like to see this for, believe it or not, a home assistant project, part of it is an internal tool called "Kane" that integrates with every device in our office(smart tv's, laptops, phones, etc) - part of it for our home shopping hub.

Re the comment on building/buildX I can try and help, just chuck me some tasks and I'll see if I can "make it work"?

What's this "Kane" for home assistant your referring too. Happen to have a few links?

I would also like to see Jetson Nano support. Currently I'm running CompreFace and DoubleStack in Home Assistant with a separate VM running Frigate in Ubuntu server 20. Honestly, I'd prefer to put frigate wherever it can encode and decide streams the best and then off load the neural net to either my Jetson Nano, or a device with a Coral TPU, maybe both?

Honestly I'm fooling around with the idea of having Frigate on the Nano for encoding and decoding and basic object detection, then having a VM with a Coral TPU tied to it running CompreFace. Then tie it all together inside Home Assistant with DoubleTake

Oct 20 '22 09:10 LordNex

Still very interested in the results is this. I have a Jetson Nano we could use. You'd just need to tell me what to do.

Jan 22 '23 21:01 LordNex

Let's start with the instructions: https://github.com/exadel-inc/CompreFace/issues/519#issuecomment-909354018 Let's see at what point the build will fail.

Jan 26 '23 15:01 pospielov

Seeing this; https://github.com/exadel-inc/CompreFace/pull/1018 I figured I could install the development build and build it on my jetson nano and it would work?

So I cloned the repo, went to /dev and run start.sh.

All of the containers build, but:

*** Operational MODE: preforking ***
{"severity": "DEBUG", "message": "Falling back to TensorFlow client; we recommended you install the Cloud TPU client directly with pip install cloud-tpu-client.", "request": null, "logger": "tensorflow", "module": "tpu_cluster_resolver", "traceback": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.7/site-packages/tensorflow/python/distribute/cluster_resolver/tpu/tpu_cluster_resolver.py\", line 30, in <module>\n    from cloud_tpu_client import client  # pylint: disable=g-import-not-at-top\nModuleNotFoundError: No module named 'cloud_tpu_client'\n", "build_version": "dev"}
{"severity": "DEBUG", "message": "Creating converter from %s to %s", "request": null, "logger": "h5py._conv", "module": "__init__", "traceback": null, "build_version": "dev"}
{"severity": "DEBUG", "message": "Creating converter from %s to %s", "request": null, "logger": "h5py._conv", "module": "__init__", "traceback": null, "build_version": "dev"}
{"severity": "DEBUG", "message": "Creating converter from %s to %s", "request": null, "logger": "h5py._conv", "module": "__init__", "traceback": null, "build_version": "dev"}
{"severity": "DEBUG", "message": "Creating converter from %s to %s", "request": null, "logger": "h5py._conv", "module": "__init__", "traceback": null, "build_version": "dev"}
/usr/local/lib/python3.7/site-packages/tensorflow_io/python/ops/__init__.py:98: UserWarning: unable to load libtensorflow_io_plugins.so: unable to open file: libtensorflow_io_plugins.so, from paths: ['/usr/local/lib/python3.7/site-packages/tensorflow_io/python/ops/libtensorflow_io_plugins.so']
caused by: ["[Errno 2] The file to load file system plugin from does not exist.: '/usr/local/lib/python3.7/site-packages/tensorflow_io/python/ops/libtensorflow_io_plugins.so'"]
  warnings.warn(f"unable to load libtensorflow_io_plugins.so: {e}")
/usr/local/lib/python3.7/site-packages/tensorflow_io/python/ops/__init__.py:104: UserWarning: file system plugins are not loaded: unable to open file: libtensorflow_io.so, from paths: ['/usr/local/lib/python3.7/site-packages/tensorflow_io/python/ops/libtensorflow_io.so']
caused by: ['/usr/local/lib/python3.7/site-packages/tensorflow_io/python/ops/libtensorflow_io.so: cannot open shared object file: No such file or directory']
  warnings.warn(f"file system plugins are not loaded: {e}")
{"severity": "INFO", "message": "{'BUILD_VERSION': 'dev', 'CALCULATION_PLUGIN': 'facenet.Calculator', 'EXTRA_PLUGINS': ['facenet.LandmarksDetector', 'agegender.AgeDetector', 'agegender.GenderDetector', 'facenet.facemask.MaskDetector', 'facenet.PoseEstimator'], 'FACE_DETECTION_PLUGIN': 'facenet.FaceDetector', 'GPU_IDX': -1, 'IMG_LENGTH_LIMIT': 640, 'INTEL_OPTIMIZATION': False, 'IS_DEV_ENV': False, 'LOGGING_LEVEL_NAME': 'DEBUG', 'ML_PORT': 3000, 'RUN_MODE': True}", "request": null, "logger": "src.app", "module": "app", "traceback": null, "build_version": "dev"}
{"severity": "DEBUG", "message": "Creating new app for WSGI", "request": null, "logger": "src.app", "module": "app", "traceback": null, "build_version": "dev"}
WSGI app 0 (mountpoint='') ready in 12 seconds on interpreter 0x5597b64bb0 pid: 1 (default app)

I see this in the core logs, am I going the right way here?

/login just returns an welcome to nginx page.

I inspected all the images, they are built with the right arch

    "Architecture": "arm64",

Feb 09 '23 03:02 jurgenweber

What is confusing me is the doco clearly says go to /login, but it isn't handled by nginx:

https://github.com/exadel-inc/CompreFace/blob/master/ui/nginx/templates/nginx.conf.template

Feb 09 '23 04:02 jurgenweber

ok, I tired again today and it worked... I have it up, created an account and some apps, hooked it up with double-take and boom.

¯_(ツ)_/¯

Feb 11 '23 01:02 jurgenweber

Yes, https://github.com/exadel-inc/CompreFace/issues/519#issuecomment-848057021 Recalling this comment, we solved two issues:

We are creating Docker Buildx config now, so we will be able to build arm builds on x86 machines.
thanks to this pull request CompreFace can run on arm devices.

We are preparing a build pipeline, so we build it and publish it on DockerHub. But one point is that only the FaceNet version was updated to run on ARM, and now it doesn't use GPU. So it will run on Jetson but won't use GPU, so we didn't solve the third problem yet. I saw somewhere a build config to build FaceNet with GPU, I need to find it. Hopefully, it will be able to use Jetson GPU.

Feb 15 '23 17:02 pospielov

Yes, I am aware of the 3 points you have covered. I can confirm I have it on aarch64!

# uname -a
Linux warvm-hass97 4.9.253-tegra #1 SMP PREEMPT Mon Jul 26 12:13:06 PDT 2021 aarch64 aarch64 aarch64 GNU/Linux

# docker ps
CONTAINER ID   IMAGE                           COMMAND                  CREATED      STATUS      PORTS                                                                                  NAMES
99506d6792a3   compreface-fe:latest            "/docker-entrypoint.…"   5 days ago   Up 5 days   0.0.0.0:8000->80/tcp, :::8000->80/tcp                                                  compreface-ui
e89638921010   compreface-admin:latest         "sh -c 'java $ADMIN_…"   5 days ago   Up 5 days   0.0.0.0:5006->5005/tcp, :::5006->5005/tcp, 0.0.0.0:8081->8080/tcp, :::8081->8080/tcp   compreface-admin
22dddf6d58b5   compreface-api:latest           "sh -c 'java $API_JA…"   5 days ago   Up 3 days   0.0.0.0:5005->5005/tcp, :::5005->5005/tcp, 0.0.0.0:8082->8080/tcp, :::8082->8080/tcp   compreface-api
e9757bbd7eda   compreface-postgres-db:latest   "docker-entrypoint.s…"   5 days ago   Up 5 days   0.0.0.0:6432->5432/tcp, :::6432->5432/tcp                                              compreface-postgres-db
141e0d875fe6   compreface-core:arm64           "uwsgi --ini uwsgi.i…"   5 days ago   Up 5 days   0.0.0.0:3300->3000/tcp, :::3300->3000/tcp                                              compreface-core

# lsb_release -a
Distributor ID:	Ubuntu
Description:	Ubuntu 18.04.6 LTS
Release:	18.04
Codename:	bionic

I think if you just build for GPU/CUDA it just works on all nvidia GPU's? ¯_(ツ)_/¯. Not sure, I am not an expert on this.

I did see this and try it; https://github.com/exadel-inc/CompreFace/blob/master/dev/docker-compose-gpu.yml#L101

but the base image is x86 only and I could not find a docker file for it anywhere.

Feb 16 '23 04:02 jurgenweber

Sorry guys, I just started a new job and haven't had much time to mess with this. But I plan on testing with you guys as soon as I can catch up. You guys are rocking this though

With this, Frigate, Home Assistant, and DoubleTake you can build a pretty high end security system. And I work for a security company that pays through the nose for this stuff.

Feb 16 '23 04:02 LordNex

I was able to start compreface on jetson TX2 with gpu support. Used nvcr.io/nvidia/l4t-cuda:10.2.460-runtime as a base gpu image installed python 3.7, libcharls2_2.2.0, mxnet 1.6.0 from https://mxnet-public.s3.us-east-2.amazonaws.com/install/jetson/1.6.0/mxnet_cu102-1.6.0-py2.py3-none-linux_aarch64.whl and several other packages, rebuilt onnx, added www-data user to video group (for GPU access)

Adding my changes to this issue plus my docker compose Build image: https://hub.docker.com/repository/docker/whitepail/compreface-core compreface.zip docker-compose.yml.txt

Please pay attention that Docker Compose must be version 1.19.0 or higher to use nvidia runtime

Mar 13 '23 12:03 whitepail

I was able to start compreface on jetson TX2 with gpu support. Used nvcr.io/nvidia/l4t-cuda:10.2.460-runtime as a base gpu image installed python 3.7, libcharls2_2.2.0, mxnet 1.6.0 from https://mxnet-public.s3.us-east-2.amazonaws.com/install/jetson/1.6.0/mxnet_cu102-1.6.0-py2.py3-none-linux_aarch64.whl and several other packages, rebuilt onnx, added www-data user to video group (for GPU access)

Adding my changes to this issue plus my docker compose Build image: https://hub.docker.com/repository/docker/whitepail/compreface-core compreface.zip docker-compose.yml.txt

Please pay attention that Docker Compose must be version 1.19.0 or higher to use nvidia runtime

This built, but nothing detected... but it seems going back to master I now have the same problem... I actually have this problem again. Thoughts?

Seeing this; #1018 I figured I could install the development build and build it on my jetson nano and it would work?

So I cloned the repo, went to /dev and run start.sh.

All of the containers build, but:

*** Operational MODE: preforking ***
{"severity": "DEBUG", "message": "Falling back to TensorFlow client; we recommended you install the Cloud TPU client directly with pip install cloud-tpu-client.", "request": null, "logger": "tensorflow", "module": "tpu_cluster_resolver", "traceback": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.7/site-packages/tensorflow/python/distribute/cluster_resolver/tpu/tpu_cluster_resolver.py\", line 30, in <module>\n    from cloud_tpu_client import client  # pylint: disable=g-import-not-at-top\nModuleNotFoundError: No module named 'cloud_tpu_client'\n", "build_version": "dev"}
{"severity": "DEBUG", "message": "Creating converter from %s to %s", "request": null, "logger": "h5py._conv", "module": "__init__", "traceback": null, "build_version": "dev"}
{"severity": "DEBUG", "message": "Creating converter from %s to %s", "request": null, "logger": "h5py._conv", "module": "__init__", "traceback": null, "build_version": "dev"}
{"severity": "DEBUG", "message": "Creating converter from %s to %s", "request": null, "logger": "h5py._conv", "module": "__init__", "traceback": null, "build_version": "dev"}
{"severity": "DEBUG", "message": "Creating converter from %s to %s", "request": null, "logger": "h5py._conv", "module": "__init__", "traceback": null, "build_version": "dev"}
/usr/local/lib/python3.7/site-packages/tensorflow_io/python/ops/__init__.py:98: UserWarning: unable to load libtensorflow_io_plugins.so: unable to open file: libtensorflow_io_plugins.so, from paths: ['/usr/local/lib/python3.7/site-packages/tensorflow_io/python/ops/libtensorflow_io_plugins.so']
caused by: ["[Errno 2] The file to load file system plugin from does not exist.: '/usr/local/lib/python3.7/site-packages/tensorflow_io/python/ops/libtensorflow_io_plugins.so'"]
  warnings.warn(f"unable to load libtensorflow_io_plugins.so: {e}")
/usr/local/lib/python3.7/site-packages/tensorflow_io/python/ops/__init__.py:104: UserWarning: file system plugins are not loaded: unable to open file: libtensorflow_io.so, from paths: ['/usr/local/lib/python3.7/site-packages/tensorflow_io/python/ops/libtensorflow_io.so']
caused by: ['/usr/local/lib/python3.7/site-packages/tensorflow_io/python/ops/libtensorflow_io.so: cannot open shared object file: No such file or directory']
  warnings.warn(f"file system plugins are not loaded: {e}")
{"severity": "INFO", "message": "{'BUILD_VERSION': 'dev', 'CALCULATION_PLUGIN': 'facenet.Calculator', 'EXTRA_PLUGINS': ['facenet.LandmarksDetector', 'agegender.AgeDetector', 'agegender.GenderDetector', 'facenet.facemask.MaskDetector', 'facenet.PoseEstimator'], 'FACE_DETECTION_PLUGIN': 'facenet.FaceDetector', 'GPU_IDX': -1, 'IMG_LENGTH_LIMIT': 640, 'INTEL_OPTIMIZATION': False, 'IS_DEV_ENV': False, 'LOGGING_LEVEL_NAME': 'DEBUG', 'ML_PORT': 3000, 'RUN_MODE': True}", "request": null, "logger": "src.app", "module": "app", "traceback": null, "build_version": "dev"}
{"severity": "DEBUG", "message": "Creating new app for WSGI", "request": null, "logger": "src.app", "module": "app", "traceback": null, "build_version": "dev"}
WSGI app 0 (mountpoint='') ready in 12 seconds on interpreter 0x5597b64bb0 pid: 1 (default app)

I see this in the core logs, am I going the right way here?

/login just returns an welcome to nginx page.

I inspected all the images, they are built with the right arch

    "Architecture": "arm64",

Mar 22 '23 06:03 jurgenweber

This built, but nothing detected... but it seems going back to master I now have the same problem... I actually have this problem again. Thoughts?

Do you mean that whenever you start compreface-core container from whitepail/compreface-core:arm64-mobilenet-gpu image - no GPUs detected? Could you please share logs?

To make Jetson GPUs available to container:

Check if you run image with --runtime=nvidia and -e NVIDIA_VISIBLE_DEVICES=all (you could check my docker-compose in previous message)
Inside the container user www-data should be added to "video" group otherwise uwsgi process won't have access to GPUs.

Mar 22 '23 07:03 whitepail

yeah, I am not sure what is wrong tbh. I am not even sure any of those logs are relevant. What I do know is, every face been sent to compreface is returning

{"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679473394.788274-a6oqni-latest-1f5c258d-9c7f-431c-ac49-57d5edc41eaf.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n File "/usr/local/lib/python3.7/site-packages/flask/app.py", line 1950, in full_dispatch_request\n rv = self.dispatch_request()\n File "/usr/local/lib/python3.7/site-packages/flask/app.py", line 1936, in dispatch_request\n return self.view_functionsrule.endpoint\n File "./src/services/flask_/needs_attached_file.py", line 32, in wrapper\n return f(*args, **kwargs)\n File "./src/_endpoints.py", line 91, in find_faces_post\n faces = _limit(faces, request.values.get(ARG.LIMIT))\n File "./src/_endpoints.py", line 138, in _limit\n raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"}

Where before it detected LOTS and I can not login anymore. I just have this on the front page

Trying again with your docker-compose file, it seems I have some other problems because the jetson nano only has 4gb of mem. I am swapping lots now.

Mar 22 '23 10:03 jurgenweber

ok, I have some logs for you

# docker exec -it compreface-core /bin/bash
root@8d4e31ed4b88:~# id www-data
uid=33(www-data) gid=33(www-data) groups=33(www-data),44(video)

# docker ps
CONTAINER ID   IMAGE                                           COMMAND                  CREATED         STATUS         PORTS                                   NAMES
5eaf2012140c   compreface-fe:latest                            "/docker-entrypoint.…"   7 minutes ago   Up 7 minutes   0.0.0.0:8000->80/tcp, :::8000->80/tcp   compreface-ui
73bd3ab279a6   compreface-admin:latest                         "sh -c 'java $ADMIN_…"   7 minutes ago   Up 7 minutes                                           compreface-admin
b99f3a3a5415   compreface-api:latest                           "sh -c 'java $API_JA…"   7 minutes ago   Up 7 minutes                                           compreface-api
e61bba8931bc   compreface-postgres-db:latest                   "docker-entrypoint.s…"   8 minutes ago   Up 7 minutes   5432/tcp                                compreface-postgres-db
8d4e31ed4b88   whitepail/compreface-core:arm64-mobilenet-gpu   "uwsgi --ini uwsgi.i…"   8 minutes ago   Up 7 minutes   3000/tcp                                compreface-core

# docker logs -f compreface-core
[uWSGI] getting INI configuration from uwsgi.ini
*** Starting uWSGI 2.0.19 (64bit) on [Wed Mar 22 01:46:03 2023] ***
compiled with version: 7.5.0 on 06 March 2023 10:37:31
os: Linux-4.9.253-tegra #1 SMP PREEMPT Mon Jul 26 12:13:06 PDT 2021
nodename: 8d4e31ed4b88
machine: aarch64
clock source: unix
detected number of CPU cores: 4
current working directory: /app/ml
detected binary path: /usr/local/bin/uwsgi
!!! no internal routing support, rebuild with pcre support !!!
setgid() to 33
set additional group 44 (video)
setuid() to 33
your memory page size is 4096 bytes
detected max file descriptor number: 1048576
lock engine: pthread robust mutexes
thunder lock: disabled (you can enable it with --thunder-lock)
uwsgi socket 0 bound to TCP address 0.0.0.0:3000 fd 3
Python version: 3.7.5 (default, Dec  9 2021, 17:04:37)  [GCC 8.4.0]
Python main interpreter initialized at 0x5566670000
python threads support enabled
your server socket listen backlog is limited to 100 connections
your mercy for graceful operations on workers is 60 seconds
mapped 145808 bytes (142 KB) for 1 cores
*** Operational MODE: single process ***
{"severity": "INFO", "message": "{'BUILD_VERSION': 'dev', 'CALCULATION_PLUGIN': 'insightface.Calculator@arcface_mobilefacenet', 'EXTRA_PLUGINS': ['insightface.LandmarksDetector', 'insightface.GenderDetector', 'insightface.AgeDetector', 'insightface.facemask.MaskDetector', 'insightface.PoseEstimator'], 'FACE_DETECTION_PLUGIN': 'insightface.FaceDetector@retinaface_mnet025_v1', 'GPU_IDX': 0, 'IMG_LENGTH_LIMIT': 640, 'INTEL_OPTIMIZATION': False, 'IS_DEV_ENV': False, 'LOGGING_LEVEL_NAME': 'DEBUG', 'ML_PORT': 3000, 'RUN_MODE': True}", "request": null, "logger": "src.app", "module": "app", "traceback": null, "build_version": "dev"}
{"severity": "DEBUG", "message": "Creating new app for WSGI", "request": null, "logger": "src.app", "module": "app", "traceback": null, "build_version": "dev"}
WSGI app 0 (mountpoint='') ready in 3 seconds on interpreter 0x5566670000 pid: 1 (default app)
*** uWSGI is running in multiple interpreter mode ***
spawned uWSGI master process (pid: 1)
spawned uWSGI worker 1 (pid: 14, cores: 1)
{"severity": "INFO", "message": "200 OK", "request": {"method": "GET", "path": "/status", "filename": "", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.flask_.log_response", "module": "log_response", "traceback": null, "build_version": "dev"}
{"severity": "INFO", "message": "200 OK", "request": {"method": "GET", "path": "/status", "filename": "", "api_key": "", "remote_addr": "172.19.0.6"}, "logger": "src.services.flask_.log_response", "module": "log_response", "traceback": null, "build_version": "dev"}
{"severity": "INFO", "message": "200 OK", "request": {"method": "GET", "path": "/status", "filename": "", "api_key": "", "remote_addr": "172.19.0.6"}, "logger": "src.services.flask_.log_response", "module": "log_response", "traceback": null, "build_version": "dev"}
{"severity": "INFO", "message": "200 OK", "request": {"method": "GET", "path": "/status", "filename": "", "api_key": "", "remote_addr": "172.19.0.6"}, "logger": "src.services.flask_.log_response", "module": "log_response", "traceback": null, "build_version": "dev"}
[01:48:08] src/nnvm/legacy_json_util.cc:209: Loading symbol saved by previous version v1.2.0. Attempting to upgrade...
[01:48:08] src/nnvm/legacy_json_util.cc:217: Symbol successfully upgraded!
[01:48:08] src/engine/engine.cc:55: MXNet start using engine: ThreadedEnginePerDevice
[01:48:08] src/base.cc:80: cuDNN lib mismatch: linked-against version 8201 != compiled-against version 8000.  Set MXNET_CUDNN_LIB_CHECKING=0 to quiet this warning.
[32, 16, 8] {'32': {'SCALES': (32, 16), 'BASE_SIZE': 16, 'RATIOS': (1.0,), 'ALLOWED_BORDER': 9999}, '16': {'SCALES': (8, 4), 'BASE_SIZE': 16, 'RATIOS': (1.0,), 'ALLOWED_BORDER': 9999}, '8': {'SCALES': (2, 1), 'BASE_SIZE': 16, 'RATIOS': (1.0,), 'ALLOWED_BORDER': 9999}}
use_landmarks True
{"severity": "DEBUG", "message": "Found: BoundingBoxDTO(x_min=75, y_min=107, x_max=169, y_max=213, probability=0.9144365191459656, _np_landmarks=array([[ 94.3847  , 135.70493 ],\n       [129.02686 , 146.25388 ],\n       [ 90.869064, 157.00577 ],\n       [ 81.520065, 178.39548 ],\n       [106.2912  , 186.9093  ]], dtype=float32))", "request": {"method": "POST", "path": "/find_faces", "filename": "44c3426b-88b3-4809-9eca-b855cc2e5c8f-mqtt-4c2cf8d4-e712-4168-83d8-e5dc69cdc8da.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.facescan.plugins.insightface.insightface", "module": "insightface", "traceback": null, "build_version": "dev"}
[01:48:59] src/nnvm/legacy_json_util.cc:209: Loading symbol saved by previous version v1.0.0. Attempting to upgrade...
[01:48:59] src/nnvm/legacy_json_util.cc:217: Symbol successfully upgraded!
{"severity": "INFO", "message": "200 OK", "request": {"method": "POST", "path": "/find_faces", "filename": "44c3426b-88b3-4809-9eca-b855cc2e5c8f-mqtt-4c2cf8d4-e712-4168-83d8-e5dc69cdc8da.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.flask_.log_response", "module": "log_response", "traceback": null, "build_version": "dev"}
{"severity": "DEBUG", "message": "Found: BoundingBoxDTO(x_min=126, y_min=197, x_max=314, y_max=400, probability=0.9837614893913269, _np_landmarks=array([[158.34282, 257.6136 ],\n       [232.86133, 265.72784],\n       [169.65201, 282.87625],\n       [158.09995, 335.88266],\n       [216.62791, 342.83426]], dtype=float32))", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-snapshot-f804c6fa-ecc8-4d5d-9ddc-dd21e10c7206.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.facescan.plugins.insightface.insightface", "module": "insightface", "traceback": null, "build_version": "dev"}
{"severity": "INFO", "message": "200 OK", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-snapshot-f804c6fa-ecc8-4d5d-9ddc-dd21e10c7206.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.flask_.log_response", "module": "log_response", "traceback": null, "build_version": "dev"}
{"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-latest-a9783cb6-4fa9-496d-a471-ae7cb59ecf2c.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1950, in full_dispatch_request\n    rv = self.dispatch_request()\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1936, in dispatch_request\n    return self.view_functions[rule.endpoint](**req.view_args)\n  File \"./src/services/flask_/needs_attached_file.py\", line 32, in wrapper\n    return f(*args, **kwargs)\n  File \"./src/_endpoints.py\", line 75, in find_faces_post\n    faces = _limit(faces, request.values.get(ARG.LIMIT))\n  File \"./src/_endpoints.py\", line 121, in _limit\n    raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"}
{"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-latest-b204ca71-8724-4464-b6dc-87af7d80d290.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1950, in full_dispatch_request\n    rv = self.dispatch_request()\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1936, in dispatch_request\n    return self.view_functions[rule.endpoint](**req.view_args)\n  File \"./src/services/flask_/needs_attached_file.py\", line 32, in wrapper\n    return f(*args, **kwargs)\n  File \"./src/_endpoints.py\", line 75, in find_faces_post\n    faces = _limit(faces, request.values.get(ARG.LIMIT))\n  File \"./src/_endpoints.py\", line 121, in _limit\n    raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"}
{"severity": "DEBUG", "message": "Found: BoundingBoxDTO(x_min=127, y_min=76, x_max=180, y_max=133, probability=0.8354594707489014, _np_landmarks=array([[139.7618 ,  91.0717 ],\n       [160.77344,  96.28698],\n       [142.19424, 102.25295],\n       [135.00635, 114.07473],\n       [150.9277 , 117.96715]], dtype=float32))", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-snapshot-6da03275-d7d3-4d3b-a2f8-2f4d79157cc3.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.facescan.plugins.insightface.insightface", "module": "insightface", "traceback": null, "build_version": "dev"}
{"severity": "INFO", "message": "200 OK", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-snapshot-6da03275-d7d3-4d3b-a2f8-2f4d79157cc3.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.flask_.log_response", "module": "log_response", "traceback": null, "build_version": "dev"}
{"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-latest-c214aa4b-82f1-4504-ac40-84e64b9d2758.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1950, in full_dispatch_request\n    rv = self.dispatch_request()\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1936, in dispatch_request\n    return self.view_functions[rule.endpoint](**req.view_args)\n  File \"./src/services/flask_/needs_attached_file.py\", line 32, in wrapper\n    return f(*args, **kwargs)\n  File \"./src/_endpoints.py\", line 75, in find_faces_post\n    faces = _limit(faces, request.values.get(ARG.LIMIT))\n  File \"./src/_endpoints.py\", line 121, in _limit\n    raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"}
{"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-latest-d8b9cb3c-c7d1-4e23-a4aa-4ab10d195b88.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1950, in full_dispatch_request\n    rv = self.dispatch_request()\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1936, in dispatch_request\n    return self.view_functions[rule.endpoint](**req.view_args)\n  File \"./src/services/flask_/needs_attached_file.py\", line 32, in wrapper\n    return f(*args, **kwargs)\n  File \"./src/_endpoints.py\", line 75, in find_faces_post\n    faces = _limit(faces, request.values.get(ARG.LIMIT))\n  File \"./src/_endpoints.py\", line 121, in _limit\n    raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"}
{"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-latest-10a98151-7aff-4a81-8510-deec95f75ed1.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1950, in full_dispatch_request\n    rv = self.dispatch_request()\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1936, in dispatch_request\n    return self.view_functions[rule.endpoint](**req.view_args)\n  File \"./src/services/flask_/needs_attached_file.py\", line 32, in wrapper\n    return f(*args, **kwargs)\n  File \"./src/_endpoints.py\", line 75, in find_faces_post\n    faces = _limit(faces, request.values.get(ARG.LIMIT))\n  File \"./src/_endpoints.py\", line 121, in _limit\n    raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"}
{"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-latest-e9fa4796-a2de-464d-8b60-f547972f66e5.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1950, in full_dispatch_request\n    rv = self.dispatch_request()\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1936, in dispatch_request\n    return self.view_functions[rule.endpoint](**req.view_args)\n  File \"./src/services/flask_/needs_attached_file.py\", line 32, in wrapper\n    return f(*args, **kwargs)\n  File \"./src/_endpoints.py\", line 75, in find_faces_post\n    faces = _limit(faces, request.values.get(ARG.LIMIT))\n  File \"./src/_endpoints.py\", line 121, in _limit\n    raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"}
{"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-latest-73bfea15-34ed-4250-ab02-8b93bb7ede97.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1950, in full_dispatch_request\n    rv = self.dispatch_request()\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1936, in dispatch_request\n    return self.view_functions[rule.endpoint](**req.view_args)\n  File \"./src/services/flask_/needs_attached_file.py\", line 32, in wrapper\n    return f(*args, **kwargs)\n  File \"./src/_endpoints.py\", line 75, in find_faces_post\n    faces = _limit(faces, request.values.get(ARG.LIMIT))\n  File \"./src/_endpoints.py\", line 121, in _limit\n    raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"}
{"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-latest-f350d835-c6ea-4c50-869f-f515b8768f66.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1950, in full_dispatch_request\n    rv = self.dispatch_request()\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1936, in dispatch_request\n    return self.view_functions[rule.endpoint](**req.view_args)\n  File \"./src/services/flask_/needs_attached_file.py\", line 32, in wrapper\n    return f(*args, **kwargs)\n  File \"./src/_endpoints.py\", line 75, in find_faces_post\n    faces = _limit(faces, request.values.get(ARG.LIMIT))\n  File \"./src/_endpoints.py\", line 121, in _limit\n    raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"}
{"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-latest-3add346f-130b-4e66-b186-f3d383b5bfd1.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1950, in full_dispatch_request\n    rv = self.dispatch_request()\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1936, in dispatch_request\n    return self.view_functions[rule.endpoint](**req.view_args)\n  File \"./src/services/flask_/needs_attached_file.py\", line 32, in wrapper\n    return f(*args, **kwargs)\n  File \"./src/_endpoints.py\", line 75, in find_faces_post\n    faces = _limit(faces, request.values.get(ARG.LIMIT))\n  File \"./src/_endpoints.py\", line 121, in _limit\n    raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"}
{"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-latest-cdf24f17-b7d7-43cd-b1b5-fd77bcd4ca29.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1950, in full_dispatch_request\n    rv = self.dispatch_request()\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1936, in dispatch_request\n    return self.view_functions[rule.endpoint](**req.view_args)\n  File \"./src/services/flask_/needs_attached_file.py\", line 32, in wrapper\n    return f(*args, **kwargs)\n  File \"./src/_endpoints.py\", line 75, in find_faces_post\n    faces = _limit(faces, request.values.get(ARG.LIMIT))\n  File \"./src/_endpoints.py\", line 121, in _limit\n    raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"}
{"severity": "INFO", "message": "200 OK", "request": {"method": "GET", "path": "/status", "filename": "", "api_key": "", "remote_addr": "172.19.0.6"}, "logger": "src.services.flask_.log_response", "module": "log_response", "traceback": null, "build_version": "dev"}
{"severity": "DEBUG", "message": "Found: BoundingBoxDTO(x_min=22, y_min=91, x_max=99, y_max=175, probability=0.9725057482719421, _np_landmarks=array([[ 35.31655 , 118.04654 ],\n       [ 67.05827 , 118.37584 ],\n       [ 43.088284, 133.33997 ],\n       [ 38.198364, 151.40254 ],\n       [ 63.761257, 151.38004 ]], dtype=float32))", "request": {"method": "POST", "path": "/find_faces", "filename": "251d70d5-ffbc-4dc7-abcc-d16ab31b9ee0-mqtt-b304598c-ac4d-48b1-9a8f-af02d5a583ca.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.facescan.plugins.insightface.insightface", "module": "insightface", "traceback": null, "build_version": "dev"}
{"severity": "INFO", "message": "200 OK", "request": {"method": "POST", "path": "/find_faces", "filename": "251d70d5-ffbc-4dc7-abcc-d16ab31b9ee0-mqtt-b304598c-ac4d-48b1-9a8f-af02d5a583ca.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.flask_.log_response", "module": "log_response", "traceback": null, "build_version": "dev"}
{"severity": "DEBUG", "message": "Found: BoundingBoxDTO(x_min=410, y_min=237, x_max=543, y_max=394, probability=0.9903636574745178, _np_landmarks=array([[426.33902, 283.59744],\n       [479.6272 , 285.01675],\n       [426.9375 , 305.7049 ],\n       [422.10367, 347.48584],\n       [463.60403, 348.26828]], dtype=float32))", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-latest-fb72b1f7-cd28-498c-881d-7c9626bb6ef4.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.facescan.plugins.insightface.insightface", "module": "insightface", "traceback": null, "build_version": "dev"}
{"severity": "INFO", "message": "200 OK", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-latest-fb72b1f7-cd28-498c-881d-7c9626bb6ef4.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.flask_.log_response", "module": "log_response", "traceback": null, "build_version": "dev"}
{"severity": "DEBUG", "message": "Found: BoundingBoxDTO(x_min=37, y_min=171, x_max=176, y_max=331, probability=0.9958721995353699, _np_landmarks=array([[ 55.51998 , 225.11555 ],\n       [118.90018 , 221.54378 ],\n       [ 71.2811  , 249.07097 ],\n       [ 59.907166, 287.20132 ],\n       [112.65994 , 283.8923  ]], dtype=float32))", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-snapshot-26566bf8-3629-437f-840f-ad9fd5f41607.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.facescan.plugins.insightface.insightface", "module": "insightface", "traceback": null, "build_version": "dev"}
{"severity": "INFO", "message": "200 OK", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-snapshot-26566bf8-3629-437f-840f-ad9fd5f41607.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.flask_.log_response", "module": "log_response", "traceback": null, "build_version": "dev"}
{"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-latest-53ca6743-cde2-41e8-8957-a1ade815523f.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1950, in full_dispatch_request\n    rv = self.dispatch_request()\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1936, in dispatch_request\n    return self.view_functions[rule.endpoint](**req.view_args)\n  File \"./src/services/flask_/needs_attached_file.py\", line 32, in wrapper\n    return f(*args, **kwargs)\n  File \"./src/_endpoints.py\", line 75, in find_faces_post\n    faces = _limit(faces, request.values.get(ARG.LIMIT))\n  File \"./src/_endpoints.py\", line 121, in _limit\n    raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"}
{"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-latest-2a3b3734-df6d-44d7-93d3-2ef2b5b38dbc.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1950, in full_dispatch_request\n    rv = self.dispatch_request()\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1936, in dispatch_request\n    return self.view_functions[rule.endpoint](**req.view_args)\n  File \"./src/services/flask_/needs_attached_file.py\", line 32, in wrapper\n    return f(*args, **kwargs)\n  File \"./src/_endpoints.py\", line 75, in find_faces_post\n    faces = _limit(faces, request.values.get(ARG.LIMIT))\n  File \"./src/_endpoints.py\", line 121, in _limit\n    raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"}
{"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-latest-eed0619c-8a45-4c09-9d02-c540c8e647e4.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1950, in full_dispatch_request\n    rv = self.dispatch_request()\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1936, in dispatch_request\n    return self.view_functions[rule.endpoint](**req.view_args)\n  File \"./src/services/flask_/needs_attached_file.py\", line 32, in wrapper\n    return f(*args, **kwargs)\n  File \"./src/_endpoints.py\", line 75, in find_faces_post\n    faces = _limit(faces, request.values.get(ARG.LIMIT))\n  File \"./src/_endpoints.py\", line 121, in _limit\n    raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"}
{"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-latest-d0a08cd7-a4bf-433e-8d10-19632cbc1e17.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1950, in full_dispatch_request\n    rv = self.dispatch_request()\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1936, in dispatch_request\n    return self.view_functions[rule.endpoint](**req.view_args)\n  File \"./src/services/flask_/needs_attached_file.py\", line 32, in wrapper\n    return f(*args, **kwargs)\n  File \"./src/_endpoints.py\", line 75, in find_faces_post\n    faces = _limit(faces, request.values.get(ARG.LIMIT))\n  File \"./src/_endpoints.py\", line 121, in _limit\n    raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"}
{"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-latest-6cefe7a6-0fa1-4ae5-ba32-6e6f9e0b2e2b.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1950, in full_dispatch_request\n    rv = self.dispatch_request()\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1936, in dispatch_request\n    return self.view_functions[rule.endpoint](**req.view_args)\n  File \"./src/services/flask_/needs_attached_file.py\", line 32, in wrapper\n    return f(*args, **kwargs)\n  File \"./src/_endpoints.py\", line 75, in find_faces_post\n    faces = _limit(faces, request.values.get(ARG.LIMIT))\n  File \"./src/_endpoints.py\", line 121, in _limit\n    raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"}
{"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-latest-ad9d053c-a0de-4bdc-9c92-4b30f4d5b229.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1950, in full_dispatch_request\n    rv = self.dispatch_request()\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1936, in dispatch_request\n    return self.view_functions[rule.endpoint](**req.view_args)\n  File \"./src/services/flask_/needs_attached_file.py\", line 32, in wrapper\n    return f(*args, **kwargs)\n  File \"./src/_endpoints.py\", line 75, in find_faces_post\n    faces = _limit(faces, request.values.get(ARG.LIMIT))\n  File \"./src/_endpoints.py\", line 121, in _limit\n    raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"}
{"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-latest-6e6988ae-4b23-4310-add6-ed3d811be044.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1950, in full_dispatch_request\n    rv = self.dispatch_request()\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1936, in dispatch_request\n    return self.view_functions[rule.endpoint](**req.view_args)\n  File \"./src/services/flask_/needs_attached_file.py\", line 32, in wrapper\n    return f(*args, **kwargs)\n  File \"./src/_endpoints.py\", line 75, in find_faces_post\n    faces = _limit(faces, request.values.get(ARG.LIMIT))\n  File \"./src/_endpoints.py\", line 121, in _limit\n    raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"}
{"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-latest-ff556f46-15dd-40f0-ac96-314dcc32d57c.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1950, in full_dispatch_request\n    rv = self.dispatch_request()\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1936, in dispatch_request\n    return self.view_functions[rule.endpoint](**req.view_args)\n  File \"./src/services/flask_/needs_attached_file.py\", line 32, in wrapper\n    return f(*args, **kwargs)\n  File \"./src/_endpoints.py\", line 75, in find_faces_post\n    faces = _limit(faces, request.values.get(ARG.LIMIT))\n  File \"./src/_endpoints.py\", line 121, in _limit\n    raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"}
{"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-latest-5cb68b76-ecef-411c-a86a-92c0dd20cd8e.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1950, in full_dispatch_request\n    rv = self.dispatch_request()\n  File \"/usr/local/lib/python3.7/dist-packages/flask/app.py\", line 1936, in dispatch_request\n    return self.view_functions[rule.endpoint](**req.view_args)\n  File \"./src/services/flask_/needs_attached_file.py\", line 32, in wrapper\n    return f(*args, **kwargs)\n  File \"./src/_endpoints.py\", line 75, in find_faces_post\n    faces = _limit(faces, request.values.get(ARG.LIMIT))\n  File \"./src/_endpoints.py\", line 121, in _limit\n    raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"}
{"severity": "DEBUG", "message": "Found: BoundingBoxDTO(x_min=104, y_min=57, x_max=154, y_max=115, probability=0.9958778619766235, _np_landmarks=array([[112.42999 ,  76.01187 ],\n       [133.65552 ,  76.55905 ],\n       [118.15546 ,  86.784706],\n       [114.340195,  98.35726 ],\n       [131.36154 ,  98.65559 ]], dtype=float32))", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-snapshot-a78c89c6-c21e-43c4-9291-e03082991da2.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.facescan.plugins.insightface.insightface", "module": "insightface", "traceback": null, "build_version": "dev"}
{"severity": "INFO", "message": "200 OK", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-snapshot-a78c89c6-c21e-43c4-9291-e03082991da2.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.flask_.log_response", "module": "log_response", "traceback": null, "build_version": "dev"}

I am unsure on how it can not find a face, I am staring into the camera. :)

Mar 22 '23 10:03 jurgenweber

Looks like core started sucessfully and even used MXnet with gpu support.

Could you please also share logs of compreface-ui container.

ср, 22 мар. 2023 г., 13:46 Jürgen W @.***>:

ok, I have some logs for you

docker exec -it compreface-core /bin/bash

@.***:~# id www-data uid=33(www-data) gid=33(www-data) groups=33(www-data),44(video)

docker ps

CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES 5eaf2012140c compreface-fe:latest "/docker-entrypoint.…" 7 minutes ago Up 7 minutes 0.0.0.0:8000->80/tcp, :::8000->80/tcp compreface-ui 73bd3ab279a6 compreface-admin:latest "sh -c 'java $ADMIN_…" 7 minutes ago Up 7 minutes compreface-admin b99f3a3a5415 compreface-api:latest "sh -c 'java $API_JA…" 7 minutes ago Up 7 minutes compreface-api e61bba8931bc compreface-postgres-db:latest "docker-entrypoint.s…" 8 minutes ago Up 7 minutes 5432/tcp compreface-postgres-db 8d4e31ed4b88 whitepail/compreface-core:arm64-mobilenet-gpu "uwsgi --ini uwsgi.i…" 8 minutes ago Up 7 minutes 3000/tcp compreface-core

docker logs -f compreface-core

[uWSGI] getting INI configuration from uwsgi.ini *** Starting uWSGI 2.0.19 (64bit) on [Wed Mar 22 01:46:03 2023] *** compiled with version: 7.5.0 on 06 March 2023 10:37:31 os: Linux-4.9.253-tegra #1 SMP PREEMPT Mon Jul 26 12:13:06 PDT 2021 nodename: 8d4e31ed4b88 machine: aarch64 clock source: unix detected number of CPU cores: 4 current working directory: /app/ml detected binary path: /usr/local/bin/uwsgi !!! no internal routing support, rebuild with pcre support !!! setgid() to 33 set additional group 44 (video) setuid() to 33 your memory page size is 4096 bytes detected max file descriptor number: 1048576 lock engine: pthread robust mutexes thunder lock: disabled (you can enable it with --thunder-lock) uwsgi socket 0 bound to TCP address 0.0.0.0:3000 fd 3 Python version: 3.7.5 (default, Dec 9 2021, 17:04:37) [GCC 8.4.0] Python main interpreter initialized at 0x5566670000 python threads support enabled your server socket listen backlog is limited to 100 connections your mercy for graceful operations on workers is 60 seconds mapped 145808 bytes (142 KB) for 1 cores *** Operational MODE: single process *** {"severity": "INFO", "message": "{'BUILD_VERSION': 'dev', 'CALCULATION_PLUGIN': @._mobilefacenet', 'EXTRA_PLUGINS': ['insightface.LandmarksDetector', 'insightface.GenderDetector', 'insightface.AgeDetector', 'insightface.facemask.MaskDetector', 'insightface.PoseEstimator'], 'FACE_DETECTION_PLUGIN': @.mnet025_v1', 'GPU_IDX': 0, 'IMG_LENGTH_LIMIT': 640, 'INTEL_OPTIMIZATION': False, 'IS_DEV_ENV': False, 'LOGGING_LEVEL_NAME': 'DEBUG', 'ML_PORT': 3000, 'RUN_MODE': True}", "request": null, "logger": "src.app", "module": "app", "traceback": null, "build_version": "dev"} {"severity": "DEBUG", "message": "Creating new app for WSGI", "request": null, "logger": "src.app", "module": "app", "traceback": null, "build_version": "dev"} WSGI app 0 (mountpoint='') ready in 3 seconds on interpreter 0x5566670000 pid: 1 (default app) *** uWSGI is running in multiple interpreter mode *** spawned uWSGI master process (pid: 1) spawned uWSGI worker 1 (pid: 14, cores: 1) {"severity": "INFO", "message": "200 OK", "request": {"method": "GET", "path": "/status", "filename": "", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.flask.log_response", "module": "log_response", "traceback": null, "build_version": "dev"} {"severity": "INFO", "message": "200 OK", "request": {"method": "GET", "path": "/status", "filename": "", "api_key": "", "remote_addr": "172.19.0.6"}, "logger": "src.services.flask_.log_response", "module": "log_response", "traceback": null, "build_version": "dev"} {"severity": "INFO", "message": "200 OK", "request": {"method": "GET", "path": "/status", "filename": "", "api_key": "", "remote_addr": "172.19.0.6"}, "logger": "src.services.flask_.log_response", "module": "log_response", "traceback": null, "build_version": "dev"} {"severity": "INFO", "message": "200 OK", "request": {"method": "GET", "path": "/status", "filename": "", "api_key": "", "remote_addr": "172.19.0.6"}, "logger": "src.services.flask_.log_response", "module": "log_response", "traceback": null, "build_version": "dev"} [01:48:08] src/nnvm/legacy_json_util.cc:209: Loading symbol saved by previous version v1.2.0. Attempting to upgrade... [01:48:08] src/nnvm/legacy_json_util.cc:217: Symbol successfully upgraded! [01:48:08] src/engine/engine.cc:55: MXNet start using engine: ThreadedEnginePerDevice [01:48:08] src/base.cc:80: cuDNN lib mismatch: linked-against version 8201 != compiled-against version 8000. Set MXNET_CUDNN_LIB_CHECKING=0 to quiet this warning. [32, 16, 8] {'32': {'SCALES': (32, 16), 'BASE_SIZE': 16, 'RATIOS': (1.0,), 'ALLOWED_BORDER': 9999}, '16': {'SCALES': (8, 4), 'BASE_SIZE': 16, 'RATIOS': (1.0,), 'ALLOWED_BORDER': 9999}, '8': {'SCALES': (2, 1), 'BASE_SIZE': 16, 'RATIOS': (1.0,), 'ALLOWED_BORDER': 9999}} use_landmarks True {"severity": "DEBUG", "message": "Found: BoundingBoxDTO(x_min=75, y_min=107, x_max=169, y_max=213, probability=0.9144365191459656, np_landmarks=array([[ 94.3847 , 135.70493 ],\n [129.02686 , 146.25388 ],\n [ 90.869064, 157.00577 ],\n [ 81.520065, 178.39548 ],\n [106.2912 , 186.9093 ]], dtype=float32))", "request": {"method": "POST", "path": "/find_faces", "filename": "44c3426b-88b3-4809-9eca-b855cc2e5c8f-mqtt-4c2cf8d4-e712-4168-83d8-e5dc69cdc8da.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.facescan.plugins.insightface.insightface", "module": "insightface", "traceback": null, "build_version": "dev"} [01:48:59] src/nnvm/legacy_json_util.cc:209: Loading symbol saved by previous version v1.0.0. Attempting to upgrade... [01:48:59] src/nnvm/legacy_json_util.cc:217: Symbol successfully upgraded! {"severity": "INFO", "message": "200 OK", "request": {"method": "POST", "path": "/find_faces", "filename": "44c3426b-88b3-4809-9eca-b855cc2e5c8f-mqtt-4c2cf8d4-e712-4168-83d8-e5dc69cdc8da.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.flask.log_response", "module": "log_response", "traceback": null, "build_version": "dev"} {"severity": "DEBUG", "message": "Found: BoundingBoxDTO(x_min=126, y_min=197, x_max=314, y_max=400, probability=0.9837614893913269, np_landmarks=array([[158.34282, 257.6136 ],\n [232.86133, 265.72784],\n [169.65201, 282.87625],\n [158.09995, 335.88266],\n [216.62791, 342.83426]], dtype=float32))", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-snapshot-f804c6fa-ecc8-4d5d-9ddc-dd21e10c7206.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.facescan.plugins.insightface.insightface", "module": "insightface", "traceback": null, "build_version": "dev"} {"severity": "INFO", "message": "200 OK", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-snapshot-f804c6fa-ecc8-4d5d-9ddc-dd21e10c7206.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.flask.log_response", "module": "log_response", "traceback": null, "build_version": "dev"} {"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-latest-a9783cb6-4fa9-496d-a471-ae7cb59ecf2c.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1950, in full_dispatch_request\n rv = self.dispatch_request()\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1936, in dispatch_request\n return self.view_functionsrule.endpoint\n File "./src/services/flask_/needs_attached_file.py", line 32, in wrapper\n return f(*args, **kwargs)\n File "./src/_endpoints.py", line 75, in find_faces_post\n faces = _limit(faces, request.values.get(ARG.LIMIT))\n File "./src/_endpoints.py", line 121, in limit\n raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"} {"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-latest-b204ca71-8724-4464-b6dc-87af7d80d290.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1950, in full_dispatch_request\n rv = self.dispatch_request()\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1936, in dispatch_request\n return self.view_functionsrule.endpoint\n File "./src/services/flask/needs_attached_file.py", line 32, in wrapper\n return f(*args, **kwargs)\n File "./src/_endpoints.py", line 75, in find_faces_post\n faces = _limit(faces, request.values.get(ARG.LIMIT))\n File "./src/_endpoints.py", line 121, in limit\n raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"} {"severity": "DEBUG", "message": "Found: BoundingBoxDTO(x_min=127, y_min=76, x_max=180, y_max=133, probability=0.8354594707489014, np_landmarks=array([[139.7618 , 91.0717 ],\n [160.77344, 96.28698],\n [142.19424, 102.25295],\n [135.00635, 114.07473],\n [150.9277 , 117.96715]], dtype=float32))", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-snapshot-6da03275-d7d3-4d3b-a2f8-2f4d79157cc3.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.facescan.plugins.insightface.insightface", "module": "insightface", "traceback": null, "build_version": "dev"} {"severity": "INFO", "message": "200 OK", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-snapshot-6da03275-d7d3-4d3b-a2f8-2f4d79157cc3.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.flask.log_response", "module": "log_response", "traceback": null, "build_version": "dev"} {"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-latest-c214aa4b-82f1-4504-ac40-84e64b9d2758.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1950, in full_dispatch_request\n rv = self.dispatch_request()\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1936, in dispatch_request\n return self.view_functionsrule.endpoint\n File "./src/services/flask/needs_attached_file.py", line 32, in wrapper\n return f(*args, **kwargs)\n File "./src/_endpoints.py", line 75, in find_faces_post\n faces = _limit(faces, request.values.get(ARG.LIMIT))\n File "./src/_endpoints.py", line 121, in limit\n raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"} {"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-latest-d8b9cb3c-c7d1-4e23-a4aa-4ab10d195b88.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1950, in full_dispatch_request\n rv = self.dispatch_request()\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1936, in dispatch_request\n return self.view_functionsrule.endpoint\n File "./src/services/flask/needs_attached_file.py", line 32, in wrapper\n return f(*args, **kwargs)\n File "./src/_endpoints.py", line 75, in find_faces_post\n faces = _limit(faces, request.values.get(ARG.LIMIT))\n File "./src/_endpoints.py", line 121, in limit\n raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"} {"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-latest-10a98151-7aff-4a81-8510-deec95f75ed1.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1950, in full_dispatch_request\n rv = self.dispatch_request()\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1936, in dispatch_request\n return self.view_functionsrule.endpoint\n File "./src/services/flask/needs_attached_file.py", line 32, in wrapper\n return f(*args, **kwargs)\n File "./src/_endpoints.py", line 75, in find_faces_post\n faces = _limit(faces, request.values.get(ARG.LIMIT))\n File "./src/_endpoints.py", line 121, in limit\n raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"} {"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-latest-e9fa4796-a2de-464d-8b60-f547972f66e5.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1950, in full_dispatch_request\n rv = self.dispatch_request()\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1936, in dispatch_request\n return self.view_functionsrule.endpoint\n File "./src/services/flask/needs_attached_file.py", line 32, in wrapper\n return f(*args, **kwargs)\n File "./src/_endpoints.py", line 75, in find_faces_post\n faces = _limit(faces, request.values.get(ARG.LIMIT))\n File "./src/_endpoints.py", line 121, in limit\n raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"} {"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-latest-73bfea15-34ed-4250-ab02-8b93bb7ede97.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1950, in full_dispatch_request\n rv = self.dispatch_request()\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1936, in dispatch_request\n return self.view_functionsrule.endpoint\n File "./src/services/flask/needs_attached_file.py", line 32, in wrapper\n return f(*args, **kwargs)\n File "./src/_endpoints.py", line 75, in find_faces_post\n faces = _limit(faces, request.values.get(ARG.LIMIT))\n File "./src/_endpoints.py", line 121, in limit\n raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"} {"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-latest-f350d835-c6ea-4c50-869f-f515b8768f66.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1950, in full_dispatch_request\n rv = self.dispatch_request()\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1936, in dispatch_request\n return self.view_functionsrule.endpoint\n File "./src/services/flask/needs_attached_file.py", line 32, in wrapper\n return f(*args, **kwargs)\n File "./src/_endpoints.py", line 75, in find_faces_post\n faces = _limit(faces, request.values.get(ARG.LIMIT))\n File "./src/_endpoints.py", line 121, in limit\n raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"} {"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-latest-3add346f-130b-4e66-b186-f3d383b5bfd1.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1950, in full_dispatch_request\n rv = self.dispatch_request()\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1936, in dispatch_request\n return self.view_functionsrule.endpoint\n File "./src/services/flask/needs_attached_file.py", line 32, in wrapper\n return f(*args, **kwargs)\n File "./src/_endpoints.py", line 75, in find_faces_post\n faces = _limit(faces, request.values.get(ARG.LIMIT))\n File "./src/_endpoints.py", line 121, in limit\n raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"} {"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481637.173793-njx4ci-latest-cdf24f17-b7d7-43cd-b1b5-fd77bcd4ca29.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1950, in full_dispatch_request\n rv = self.dispatch_request()\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1936, in dispatch_request\n return self.view_functionsrule.endpoint\n File "./src/services/flask/needs_attached_file.py", line 32, in wrapper\n return f(*args, **kwargs)\n File "./src/_endpoints.py", line 75, in find_faces_post\n faces = _limit(faces, request.values.get(ARG.LIMIT))\n File "./src/endpoints.py", line 121, in limit\n raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"} {"severity": "INFO", "message": "200 OK", "request": {"method": "GET", "path": "/status", "filename": "", "api_key": "", "remote_addr": "172.19.0.6"}, "logger": "src.services.flask.log_response", "module": "log_response", "traceback": null, "build_version": "dev"} {"severity": "DEBUG", "message": "Found: BoundingBoxDTO(x_min=22, y_min=91, x_max=99, y_max=175, probability=0.9725057482719421, np_landmarks=array([[ 35.31655 , 118.04654 ],\n [ 67.05827 , 118.37584 ],\n [ 43.088284, 133.33997 ],\n [ 38.198364, 151.40254 ],\n [ 63.761257, 151.38004 ]], dtype=float32))", "request": {"method": "POST", "path": "/find_faces", "filename": "251d70d5-ffbc-4dc7-abcc-d16ab31b9ee0-mqtt-b304598c-ac4d-48b1-9a8f-af02d5a583ca.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.facescan.plugins.insightface.insightface", "module": "insightface", "traceback": null, "build_version": "dev"} {"severity": "INFO", "message": "200 OK", "request": {"method": "POST", "path": "/find_faces", "filename": "251d70d5-ffbc-4dc7-abcc-d16ab31b9ee0-mqtt-b304598c-ac4d-48b1-9a8f-af02d5a583ca.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.flask.log_response", "module": "log_response", "traceback": null, "build_version": "dev"} {"severity": "DEBUG", "message": "Found: BoundingBoxDTO(x_min=410, y_min=237, x_max=543, y_max=394, probability=0.9903636574745178, np_landmarks=array([[426.33902, 283.59744],\n [479.6272 , 285.01675],\n [426.9375 , 305.7049 ],\n [422.10367, 347.48584],\n [463.60403, 348.26828]], dtype=float32))", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-latest-fb72b1f7-cd28-498c-881d-7c9626bb6ef4.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.facescan.plugins.insightface.insightface", "module": "insightface", "traceback": null, "build_version": "dev"} {"severity": "INFO", "message": "200 OK", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-latest-fb72b1f7-cd28-498c-881d-7c9626bb6ef4.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.flask.log_response", "module": "log_response", "traceback": null, "build_version": "dev"} {"severity": "DEBUG", "message": "Found: BoundingBoxDTO(x_min=37, y_min=171, x_max=176, y_max=331, probability=0.9958721995353699, np_landmarks=array([[ 55.51998 , 225.11555 ],\n [118.90018 , 221.54378 ],\n [ 71.2811 , 249.07097 ],\n [ 59.907166, 287.20132 ],\n [112.65994 , 283.8923 ]], dtype=float32))", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-snapshot-26566bf8-3629-437f-840f-ad9fd5f41607.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.facescan.plugins.insightface.insightface", "module": "insightface", "traceback": null, "build_version": "dev"} {"severity": "INFO", "message": "200 OK", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-snapshot-26566bf8-3629-437f-840f-ad9fd5f41607.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.flask.log_response", "module": "log_response", "traceback": null, "build_version": "dev"} {"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-latest-53ca6743-cde2-41e8-8957-a1ade815523f.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1950, in full_dispatch_request\n rv = self.dispatch_request()\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1936, in dispatch_request\n return self.view_functionsrule.endpoint\n File "./src/services/flask/needs_attached_file.py", line 32, in wrapper\n return f(*args, **kwargs)\n File "./src/_endpoints.py", line 75, in find_faces_post\n faces = _limit(faces, request.values.get(ARG.LIMIT))\n File "./src/_endpoints.py", line 121, in limit\n raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"} {"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-latest-2a3b3734-df6d-44d7-93d3-2ef2b5b38dbc.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1950, in full_dispatch_request\n rv = self.dispatch_request()\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1936, in dispatch_request\n return self.view_functionsrule.endpoint\n File "./src/services/flask/needs_attached_file.py", line 32, in wrapper\n return f(*args, **kwargs)\n File "./src/_endpoints.py", line 75, in find_faces_post\n faces = _limit(faces, request.values.get(ARG.LIMIT))\n File "./src/_endpoints.py", line 121, in limit\n raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"} {"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-latest-eed0619c-8a45-4c09-9d02-c540c8e647e4.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1950, in full_dispatch_request\n rv = self.dispatch_request()\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1936, in dispatch_request\n return self.view_functionsrule.endpoint\n File "./src/services/flask/needs_attached_file.py", line 32, in wrapper\n return f(*args, **kwargs)\n File "./src/_endpoints.py", line 75, in find_faces_post\n faces = _limit(faces, request.values.get(ARG.LIMIT))\n File "./src/_endpoints.py", line 121, in limit\n raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"} {"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-latest-d0a08cd7-a4bf-433e-8d10-19632cbc1e17.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1950, in full_dispatch_request\n rv = self.dispatch_request()\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1936, in dispatch_request\n return self.view_functionsrule.endpoint\n File "./src/services/flask/needs_attached_file.py", line 32, in wrapper\n return f(*args, **kwargs)\n File "./src/_endpoints.py", line 75, in find_faces_post\n faces = _limit(faces, request.values.get(ARG.LIMIT))\n File "./src/_endpoints.py", line 121, in limit\n raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"} {"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-latest-6cefe7a6-0fa1-4ae5-ba32-6e6f9e0b2e2b.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1950, in full_dispatch_request\n rv = self.dispatch_request()\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1936, in dispatch_request\n return self.view_functionsrule.endpoint\n File "./src/services/flask/needs_attached_file.py", line 32, in wrapper\n return f(*args, **kwargs)\n File "./src/_endpoints.py", line 75, in find_faces_post\n faces = _limit(faces, request.values.get(ARG.LIMIT))\n File "./src/_endpoints.py", line 121, in limit\n raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"} {"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-latest-ad9d053c-a0de-4bdc-9c92-4b30f4d5b229.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1950, in full_dispatch_request\n rv = self.dispatch_request()\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1936, in dispatch_request\n return self.view_functionsrule.endpoint\n File "./src/services/flask/needs_attached_file.py", line 32, in wrapper\n return f(*args, **kwargs)\n File "./src/_endpoints.py", line 75, in find_faces_post\n faces = _limit(faces, request.values.get(ARG.LIMIT))\n File "./src/_endpoints.py", line 121, in limit\n raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"} {"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-latest-6e6988ae-4b23-4310-add6-ed3d811be044.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1950, in full_dispatch_request\n rv = self.dispatch_request()\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1936, in dispatch_request\n return self.view_functionsrule.endpoint\n File "./src/services/flask/needs_attached_file.py", line 32, in wrapper\n return f(*args, **kwargs)\n File "./src/_endpoints.py", line 75, in find_faces_post\n faces = _limit(faces, request.values.get(ARG.LIMIT))\n File "./src/_endpoints.py", line 121, in limit\n raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"} {"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-latest-ff556f46-15dd-40f0-ac96-314dcc32d57c.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1950, in full_dispatch_request\n rv = self.dispatch_request()\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1936, in dispatch_request\n return self.view_functionsrule.endpoint\n File "./src/services/flask/needs_attached_file.py", line 32, in wrapper\n return f(*args, **kwargs)\n File "./src/_endpoints.py", line 75, in find_faces_post\n faces = _limit(faces, request.values.get(ARG.LIMIT))\n File "./src/_endpoints.py", line 121, in limit\n raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"} {"severity": "WARNING", "message": "400 Bad Request: No face is found in the given image", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-latest-5cb68b76-ecef-411c-a86a-92c0dd20cd8e.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "root", "module": "error_handling", "traceback": "Traceback (most recent call last):\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1950, in full_dispatch_request\n rv = self.dispatch_request()\n File "/usr/local/lib/python3.7/dist-packages/flask/app.py", line 1936, in dispatch_request\n return self.view_functionsrule.endpoint\n File "./src/services/flask/needs_attached_file.py", line 32, in wrapper\n return f(*args, **kwargs)\n File "./src/_endpoints.py", line 75, in find_faces_post\n faces = _limit(faces, request.values.get(ARG.LIMIT))\n File "./src/_endpoints.py", line 121, in _limit\n raise NoFaceFoundError\nsrc.exceptions.NoFaceFoundError: 400 Bad Request: No face is found in the given image\n", "build_version": "dev"} {"severity": "DEBUG", "message": "Found: BoundingBoxDTO(x_min=104, y_min=57, x_max=154, y_max=115, probability=0.9958778619766235, np_landmarks=array([[112.42999 , 76.01187 ],\n [133.65552 , 76.55905 ],\n [118.15546 , 86.784706],\n [114.340195, 98.35726 ],\n [131.36154 , 98.65559 ]], dtype=float32))", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-snapshot-a78c89c6-c21e-43c4-9291-e03082991da2.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.facescan.plugins.insightface.insightface", "module": "insightface", "traceback": null, "build_version": "dev"} {"severity": "INFO", "message": "200 OK", "request": {"method": "POST", "path": "/find_faces", "filename": "1679481824.59661-rp4y4p-snapshot-a78c89c6-c21e-43c4-9291-e03082991da2.jpg", "api_key": "", "remote_addr": "172.19.0.4"}, "logger": "src.services.flask.log_response", "module": "log_response", "traceback": null, "build_version": "dev"}

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Mar 22 '23 14:03 whitepail

It is just spamming

192.168.1.95 - - [22/Mar/2023:21:22:37 +0000] "GET /api/v1/consistence/status HTTP/1.0" 200 94 "https://mydomain.com/login?redirect=%2F" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.0.0 Safari/537.36"

Seems like it is just trying to get that status, while return 200 the front page still gives me that picture.

going directly to /api/v1/consistence/status I get

I see this in the api logs

2023-03-22 19:54:54.405 ERROR 7 --- [nio-8080-exec-9] c.e.f.c.h.ResponseExceptionHandler       : Undefined exception occurred
java.lang.IllegalStateException: data[667].length=128 must be equal to number of columns 512

Mar 22 '23 21:03 jurgenweber

CompreFace CompreFace copied to clipboard

Jetson gpu cuda support

docker exec -it compreface-core /bin/bash

docker ps

docker logs -f compreface-core

CompreFace
CompreFace copied to clipboard