An open-source UNet-based pipeline for nuclei segmentation in histopathology images using the PanNuke dataset. It features an interactive web app for easy data visualization and handling, making AI tools accessible even for non-experts. This project provides a foundation for training and exploring histopathology data.
python machine-learning deep-learning pytorch segmentation unet semantic-segmentation resnet-50 unet-pytorch unet-image-segmentation deeplab-v3-plus histopathology unet-segmentation resunet unetplusplus histopathology-image-analysis deeplab-v3-plus-pytorch
- Updated
Jan 9, 2025 - Python