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Scikit-image is a Python library that is built on top of NumPy and SciPy and offers a wide range of image processing capabilities, including image filtering, segmentation, and feature extraction.
Customized implementation of the U-Net in PyTorch for Kaggle's Carvana Image Masking Challenge from high definition images. This model was trained from scratch with 5k images and scored a Dice ...
Hypertune Segmentation Networks with PyTorch This repository provides a flexible framework for hyperparameter tuning of semantic segmentation networks. It combines segmentation models, adaptive ...
Therefore, the automatic and accurate segmentation of retinal microvasculature is crucial for early diagnosis and monitoring of disease progression in various ophthalmological and cardiovascular ...