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Cell segmentation using Mask R-CNN

Note

  • This project borrowed code from cj-mills, thanks for his tutorial, it help me a lot!!!
  • Using GFP-GOWT1 mouse stem cells dataset, if you download the training dataset, put it on Fluo-N2DH-GOWT1\train folder, the same with test dataset
  • Using maskrcnn_resnet50_fpn_v2 from torchvision
  • This project only for learning purpose so doesn't have any benchmark results
  • checkpoint link here, then put it on checkpoints\2023-10-15_09-07-53 folder

How to use this repo