Bofu Chen

@adioanca If LINE client is enabled, user can receive inference txt/img results in LINE app. LINE client is enabled by default, but the related configs are empty by default in...

**TFLite model** [yolov4-tiny-416.zip](https://github.com/DT42/BerryNet/files/4907988/yolov4-tiny-416.zip) **Steps to create the TFLite model** 1. Convert raw model to TF checkpoints ``` $ python3 save_model.py --weights ./data/yolov4-tiny.weights --output ./checkpoints/yolov4-tiny-416-tflite --input_size 416 --model yolov4 --tiny --framework...

Darknet benchmark CPU: [Intel Pentium Gold G5400](https://ark.intel.com/content/www/us/en/ark/products/129951/intel-pentium-gold-g5400-processor-4m-cache-3-70-ghz.html) * v4 * Standard: 26s * Tiny: 2.1s * v3 * Standard: 28s * Tiny: 2.1s

Failed to run the TFLite model on RPi 4: ``` pi@raspberrypi:~/codes/tensorflow-yolov4-tflite $ python3 detect.py --weights ./checkpoints/yolov4-tiny-416.tflite --size 416 --model yolov4 --image ./data/kite.jpg --framework tflite Traceback (most recent call last): File...

YOLOv4 Tiny (TFLite) inference time on RPi 4 ``` pi@raspberrypi:~/codes/tensorflow-yolov4-tflite $ python3 detect.py --weights ./checkpoints/yolov4-tiny-416.tflite --size 416 --model yolov4 --image ./data/kite.jpg --framework tflite [{'name': 'input_1', 'index': 0, 'shape': array([ 1,...

YOLOv4 Tiny TFLite model and label files: https://github.com/DT42/BerryNet/pull/49#issuecomment-674473590

https://software.intel.com/content/www/us/en/develop/articles/openvino-relnotes.html

[OpenVINO APT installation instruction](https://docs.openvinotoolkit.org/latest/openvino_docs_install_guides_installing_openvino_apt.html) Runtime package ``` $ sudo apt-cache search intel-openvino-runtime-ubuntu20 intel-openvino-runtime-ubuntu20-2021.1.110 - Intel® Deep Learning Deployment Toolkit 2021.1 for Linux* intel-openvino-runtime-ubuntu20-2021.2.200 - Intel® Deep Learning Deployment Toolkit 2021.2...

**Installation Issues** 1. OpenVINO 2021 breaks the symlink ``` $ cd /opt/intel $ ls -l total 4 lrwxrwxrwx 1 root root 19 Feb 21 11:20 openvino_2021 -> openvino_2021.2.200 drwxr-xr-x 10...

**Compatibility Issues** ``` $ bn_openvino -h /usr/lib/python3/dist-packages/apport/report.py:13: DeprecationWarning: the imp module is deprecated in favour of importlib; see the module's documentation for alternative uses import fnmatch, glob, traceback, errno, sys,...