Piotr Skalski

feature/76_add_statistics_about_the_labeled_objects

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### Pre-flight checklist - [ ] Unit tests for all non-trivial changes - [ ] Tested locally - [ ] Updated wiki

Is it possible to run Jetpack 5.* images on Jetpack 4.* host?

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Hello. I'm trying to run `nvcr.io/nvidia/l4t-pytorch:r34.1.0-pth1.12-py3` image on my Jetson AGX Xavier with Jetpack 4.5.1. When I do: ```console docker run -it --rm --net=host --runtime nvidia nvcr.io/nvidia/l4t-pytorch:r34.1.0-pth1.12-py3 ``` I get:...

OSError: libcurand.so.10: cannot open shared object file: No such file or directory

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## reproduction path 1. Run docker container ``` docker run -it --rm --net=host --runtime nvidia nvcr.io/nvidia/l4t-pytorch:r32.6.1-pth1.8-py3 ``` 2. Run `python3` session and `import torch` ``` >>> import torch Traceback (most...

`./scripts/docker_build_jetpack.sh` fail

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Hi, when I'm running `./scripts/docker_build_jetpack.sh` on my Jetson Xavier it fails during the execution of this part of `Dockerfile.jetpack`: ``` # # install CUDA Toolkit # RUN apt-get update &&...

YOLOv5 with PyTorch 2.0

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### Search before asking - [X] I have searched the YOLOv5 [issues](https://github.com/ultralytics/yolov5/issues) and [discussions](https://github.com/ultralytics/yolov5/discussions) and found no similar questions. ### Question Did any of you tried to run YOLOv5 on...

object detection, instance segmentation and classification training and validation with Roboflow datasets

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With those changes, Ultralytics YOLOv8 can use Roboflow datasets to train and validate object detection, instance segmentation, and classification models. ## Train with Roboflow datasets ```bash yolo task=detect \ mode=train...

Classification result using pre-trained model doesn't really make a lot of sense

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### Search before asking - [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and found no similar bug report. ### YOLOv8 Component _No response_ ### Bug ``` !yolo task=classify mode=predict model=yolov8n-cls.pt...

Links to "How to Train YOLOv8 Object Detection on a Custom Dataset" tutorials

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Hi, @glenn-jocher 👋🏻! I hope the release is going well. We created a lot of useful tutorials showing people how to use YOLOv8 CLI and SDK to train models on...

Returning `results` from SDK `.predict()`

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### Search before asking - [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussions) and found no similar questions. ### Question I'm confused. Just yesterday: ```python model = YOLO(f'{HOME}/yolov8s-seg.pt') results...

Model layers are fusing between predictions

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### Search before asking - [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and found no similar bug report. ### YOLOv8 Component Detection ### Bug Is it possible to prevent the...