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https://github.com/cj-mills/pytorch-mask-rcnn-tutorial-code
This repository contains the code for my PyTorch Mask R-CNN tutorial.
https://github.com/cj-mills/pytorch-mask-rcnn-tutorial-code
instance-segmentation mask-rcnn object-detection pytorch tutorial
Last synced: 3 days ago
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This repository contains the code for my PyTorch Mask R-CNN tutorial.
- Host: GitHub
- URL: https://github.com/cj-mills/pytorch-mask-rcnn-tutorial-code
- Owner: cj-mills
- License: mit
- Created: 2023-09-19T00:57:22.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2024-06-06T20:55:17.000Z (5 months ago)
- Last Synced: 2024-06-06T22:22:12.023Z (5 months ago)
- Topics: instance-segmentation, mask-rcnn, object-detection, pytorch, tutorial
- Language: Jupyter Notebook
- Homepage: https://christianjmills.com/series/tutorials/pytorch-train-mask-rcnn-series.html
- Size: 26.4 MB
- Stars: 4
- Watchers: 1
- Forks: 3
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Training Mask R-CNN Models with PyTorch
This tutorial provides a step-by-step guide on training Mask R-CNN models with PyTorch.
## Training
| Jupyter Notebook | Google Colab |
| ------------------------------------------------------------ | ------------------------------------------------------------ |
| [GitHub Repository](https://github.com/cj-mills/pytorch-mask-rcnn-tutorial-code/blob/main/notebooks/pytorch-mask-r-cnn-training.ipynb) | [Open In Colab](https://colab.research.google.com/github/cj-mills/pytorch-mask-rcnn-tutorial-code/blob/main/notebooks/pytorch-mask-r-cnn-training-colab.ipynb) |
## ONNX Export
| Jupyter Notebook | Google Colab |
| ------------------------------------------------------------ | ------------------------------------------------------------ |
| [GitHub Repository](https://github.com/cj-mills/pytorch-mask-rcnn-tutorial-code/blob/main/notebooks/pytorch-mask-r-cnn-onnx-export.ipynb) | [Open In Colab](https://colab.research.google.com/github/cj-mills/pytorch-mask-rcnn-tutorial-code/blob/main/notebooks/pytorch-mask-r-cnn-onnx-export-colab.ipynb) |
## License
Distributed under the MIT License. See [`LICENSE`](./LICENSE) for more information.