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GPiSeT Pretrained Models

This repository contains the pretrained GPiSeT (Guidance Fused Pixel-level Cell Segmentation Framework) models for cell segmentation in microscopy images.

Model

The pretrained models were selected from a 5-fold cross-validation experiment based on the best validation Dice score.

GPiSeT-CNN.keras
GPiSeT-H.keras

The models are provided in the Keras .keras format and can be downloaded and used for inference, evaluation, or fine-tuning on custom datasets.

Usage

Download GPiSeT-*.keras from this repository and use it with the GPiSeT implementation provided in the corresponding GitHub repository.

GitHub Repository: https://github.com/UrjitMehta/GPiSeT.git

License

Please refer to the license specified for this repository and the licenses of the datasets used to train the model.

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