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Example of building a UNET in torch for semantic segmentation

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UNet Tutorial

An example of a UNet architecture built using torch for semantic segmentation.

The overall codebase is not well-refined but to showcase using torch framework to built a U-Net

The model was trained for 5 epochs: training plot

Example inference on test set: inference

TODO

  • Add remaining inference script
  • Add custom assets such as dataset used for training and inference

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Example of building a UNET in torch for semantic segmentation

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