AI Toolkit for Healthcare Imaging

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

A collection of useful .gitignore templates

PyTorch implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC

Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

PyTorch tutorials.

🔥 2D and 3D Face alignment library build using pytorch

MONAI Tutorials

[CVPR 2022] Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization

Code of our method MbLS (Margin-based Label Smoothing) for network calibration. To Appear at CVPR 2022. Paper : https://arxiv.org/abs/2111.15430

Local Temperature Scaling for Probability Calibration

Code for the paper "Calibrating Deep Neural Networks using Focal Loss"

A simple way to calibrate your neural network.

CNN LSTM architecture implemented in Pytorch for Video Classification

Python framework for Virtual Heart Rate

Open Source Computer Vision Library

Here is a pytorch implementation of deeplabv3+ supporting ResNet(79.155%) and Xception(79.945%). Multi-scale & flip test and COCO dataset interface has been finished.

MetaPhys: Few-Shot Adaptation for Non-Contact Physiological Measurement (ACM CHIL-2021)

Deep learning (neural network) based remote photoplethysmography: how to extract pulse signal from video using deep learning tools

The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate