Jeffkang-94

STimage-1K4M

CONCH

A vision-language foundation model for computational pathology - Nature Medicine

langchain-chatbot

Examples of chatbot implementations with Langchain and Streamlit

PORPOISE

Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell

LAVIS

LAVIS - A One-stop Library for Language-Vision Intelligence

PathGPT

LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

llama

Inference code for Llama models

pytorch-SSD300

Pytorch Implementation for SSD300

benchmark-ssl-pathology

Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

VICRegL

VICRegL official code base

byol-convert

Code and model definition for converting the official BYOL weights to PyTorch

lightly

A python library for self-supervised learning on images.

gdown

Google Drive Public File Downloader when Curl/Wget Fails

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

temperature_scaling

A simple way to calibrate your neural network.

data-efficient-gans

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

AugLy

A data augmentations library for audio, image, text, and video.

ClassyVision

An end-to-end PyTorch framework for image and video classification

GFocal

Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020

mmdetection

OpenMMLab Detection Toolbox and Benchmark

AdelaiDet

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

InnerEye-DeepLearning

Medical Imaging Deep Learning library to train and deploy 3D segmentation models on Azure Machine Learning

Mixmatch-pytorch-SSL

An unofficial PyTorch implementation of MixMatch - A Holistic Approach to Semi-Supervised Learning

solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

rich

Rich is a Python library for rich text and beautiful formatting in the terminal.

code-pipeline-slack

Slack bot for code pipeline deployments

restyle-encoder

Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" (ICCV 2021) https://arxiv.org/abs/2104.02699

pytorch_geometric

Graph Neural Network Library for PyTorch