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SegNetFromScratch

Capstone project of fast.ai course v3 https://course.fast.ai/

Step 1

Recreate fastai Unet implementation on CamVid dataset

Status: Done Todo: comeback to finish off the big model with better GPUs and run test set to obtain standard metrics to compare with SegNet models later.

Step 2

Recreate the SegNet from scratch in Pytorch https://arxiv.org/abs/1511.00561

Step 3

Recreate the Bayesian SegNet from scratch in Pytorch https://arxiv.org/abs/1511.02680

Insipirations can be drawn from the SegNet Tensorflow implementation: https://github.com/toimcio/SegNet-tensorflow

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Capstone project of Fast.ai course v3 https://course.fast.ai/

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