OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image …

RadImageNet, a pre-trained convolutional neural networks trained solely from medical imaging to be used as the basis of transfer learning for medical imaging applications.

Localizing the Recurrent Laryngeal Nerve via Ultrasound with a Bayesian Shape Framework

A fast hierarchical dimensionality reduction algorithm.

Segmentation models with pretrained backbones. PyTorch.

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22]

Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.

Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

Computational Pathology Toolbox developed by TIA Centre, University of Warwick.

CoNIC Challenge

A library for efficient similarity search and clustering of dense vectors.

pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this project forward.

Tools for computational pathology

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

Concise, consistent, and legible badges in SVG and raster format

A beautiful, simple, clean, and responsive Jekyll theme for academics

PyTorch extensions for high performance and large scale training.

Histocartography is a framework bringing together AI and Digital Pathology

Quality control of whole-slide images through multi-class semantic segmentation of artifacts

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.

pytorch implementation of "Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsupervised Feature Learning via Non-Parametric Instance-level D…