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https://github.com/cj-mills/pytorch-yolox-object-detection-tutorial-code
This repository contains the training code for my PyTorch YOLOX object detection tutorial.
https://github.com/cj-mills/pytorch-yolox-object-detection-tutorial-code
object-detection object-tracking pytorch real-time-detection tensorrt training-code tutorial yolox
Last synced: 3 days ago
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This repository contains the training code for my PyTorch YOLOX object detection tutorial.
- Host: GitHub
- URL: https://github.com/cj-mills/pytorch-yolox-object-detection-tutorial-code
- Owner: cj-mills
- License: mit
- Created: 2023-08-02T01:08:39.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-11-11T22:20:02.000Z (5 days ago)
- Last Synced: 2024-11-11T23:24:47.844Z (5 days ago)
- Topics: object-detection, object-tracking, pytorch, real-time-detection, tensorrt, training-code, tutorial, yolox
- Language: Jupyter Notebook
- Homepage: https://christianjmills.com/series/tutorials/pytorch-train-object-detector-yolox-series.html
- Size: 80.6 MB
- Stars: 12
- Watchers: 2
- Forks: 2
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Training YOLOX Models for Real-Time Object Detection With Pytorch
This tutorial provides a step-by-step guide on training YOLOX object detection models using PyTorch to create a hand gesture detector.
## Training
| Jupyter Notebook | Google Colab |
| ------------------------------------------------------------ | ------------------------------------------------------------ |
| [GitHub Repository](https://github.com/cj-mills/pytorch-yolox-object-detection-tutorial-code/blob/main/notebooks/pytorch-yolox-object-detector-training.ipynb) | [Open In Colab](https://colab.research.google.com/github/cj-mills/pytorch-yolox-object-detection-tutorial-code/blob/main/notebooks/pytorch-yolox-object-detector-training-colab.ipynb) |
## ONNX Export
| Jupyter Notebook | Google Colab |
| ------------------------------------------------------------ | ------------------------------------------------------------ |
| [GitHub Repository](https://github.com/cj-mills/pytorch-yolox-object-detection-tutorial-code/blob/main/notebooks/pytorch-yolox-object-detector-onnx-export.ipynb) | [Open In Colab](https://colab.research.google.com/github/cj-mills/pytorch-yolox-object-detection-tutorial-code/blob/main/notebooks/pytorch-yolox-object-detector-onnx-export-colab.ipynb) |
## License
Distributed under the MIT License. See [`LICENSE`](./LICENSE) for more information.