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FAIM RDC-Net

This repo contains a few training and evaluation scripts for instance segmentation with PyTorch-RDC-Net.

Commands

The commands to train on the MoNuSeg dataset. For other datasets, the commands are similar, but the dataset name and paths need to be changed. Please check the pixi.toml file under the [task] section.

Build configs

WD=runs/MoNuSeg-baseline pixi run build_rdcnet_config
WD=runs/MoNuSeg-baseline pixi run build_trainer_config

The configs will be saved in the runs/MoNuSeg-baseline directory. If the MoNuSeg-baseline directory does not exist, it will be created.

Train

SLURM

WD=runs/MoNuSeg-baseline ACCOUNT=your_cluster_account pixi run submit_train_MoNuSeg

Local

WD=runs/MoNuSeg-baseline pixi run train_MoNuSeg

This project was generated with the faim-ipa-project copier template.

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