🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Denoising Diffusion Implicit Models

[CVPR 2024] Official implementation for "Equivariant Multi-Modality Image Fusion."

Official repo for consistency models.

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

Codes for the Dif-Fusion model

Release for Improved Denoising Diffusion Probabilistic Models

PyTorch DDPM implementation

[ECCV'22 Oral] Towards Grand Unification of Object Tracking

OpenMMLab Pose Estimation Toolbox and Benchmark.

[IJCAI 2022] Code for the paper "Dite-HRNet: Dynamic Lightweight High-Resolution Network for Human Pose Estimation"

[ICCV 2023 Oral] Official implementation for "DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion."

Official pytorch repository for "Diffusion Posterior Sampling for General Noisy Inverse Problems"

The code of " Image fusion in the loop of high-level vision tasks: A semantic-aware real-time infrared and visible image fusion network"

High-Resolution Image Synthesis with Latent Diffusion Models

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

A 3D vision library from 2D keypoints: monocular and stereo 3D detection for humans, social distancing, and body orientation.

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

deep learning for image processing including classification and object-detection etc.

Graph Neural Network Library for PyTorch

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

OpenMMLab Detection Toolbox and Benchmark

A simple, fully convolutional model for real-time instance segmentation.

MaskTrackRCNN for video instance segmentation based on mmdetection