srinidhipy Goto Github PK

al-folio

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

birads_bert

cmc

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

conic

CoNIC Challenge

contrastive-predictive-coding

Keras implementation of Representation Learning with Contrastive Predictive Coding

deep-learning-wizard

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

deepliif

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

deepmitosis

Codes for our MIA paper "DeepMitosis: Mitosis detection via deep detection, verification and segmentation networks".

fair_self_supervision_benchmark

Scaling and Benchmarking Self-Supervised Visual Representation Learning

fairscale

PyTorch extensions for high performance and large scale training.

faiss

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

git-and-github-short-course

This repository contains the material we prepared for a short hands-on course for introducing Git and GitHub to the participants.

h-nne

A fast hierarchical dimensionality reduction algorithm.

histocartography

Histocartography is a framework bringing together AI and Digital Pathology

hooknet

hover_net

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

hyperdensenet

This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.

iccv-cdpath2021-id-8

Official code for "Improving Self-supervised Learning with Hardness-aware Dynamic Curriculum Learning: An Application to Digital Pathology", ICCV, 2021, CDpath Workshop (Oral).

image_segmentation

pytorch Implementation of U-Net, R2U-Net, Attention U-Net, Attention R2U-Net.

livianet

This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"

miccai2021-openreviewanalysis

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

paddleseg

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 Matting, 3D Segmentation, etc.

pathml

Tools for computational pathology

pathology-artifact-detection

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

pipreqs

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

pyprobml

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

python-fire

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

pytorch-unet

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

radimagenet

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.