A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.

Lightweight Python library for adding real-time multi-object tracking to any detector.

Most popular metrics used to evaluate object detection algorithms.

Code for "Transfer Learning without Knowing: Reprogramming Black-box Machine Learning Models with Scarce Data and Limited Resources". (ICML 2020)

Semantic Segmentation in Pytorch

Lists the papers related to imbalance problems in object detection [TPAMI]

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

Low-Light Image Enhancement via Edge-Enhanced Multi-Exposure Fusion Network

A General Toolbox for Identifying Object Detection Errors

Pytorch implementation of CRNN (CNN + RNN + CTCLoss) for all language OCR.

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

PyTorch ,ONNX and TensorRT implementation of YOLOv4

Roadmap to becoming an Artificial Intelligence Expert in 2022

[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking

Bringing Old Photo Back to Life (CVPR 2020 oral)

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

A Deep Learning based project for colorizing and restoring old images (and video!)

an experiment for yolo-v1, including training and testing.

Unsupervised Image-to-Image Translation

Sharpness-aware Low Dose CT Denoising Using Conditional Generative Adversarial Network

Code and papers for Low-Dose CT denoising

Keras implementation of RetinaNet object detection.

TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution, CVPR 2020

This repository contains the source code for the paper First Order Motion Model for Image Animation

A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.

Pytorch implementation of CartoonGAN (CVPR 2018)

Unsupervised Attention-Guided Image to Image Translation