1965 Open source projects that are alternatives of or similar to Awesome Computer Vision

Open Toolkit for Painless Object Detection

AutoGluon: AutoML for Text, Image, and Tabular Data

Gluon CV Toolkit

SynthDet - An end-to-end object detection pipeline using synthetic data

A repository for the paper "Improved Adversarial Systems for 3D Object Generation and Reconstruction".

Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.

Generative Adversarial Network for single image super-resolution in high content screening microscopy images

Pytorch implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

A Collection of Papers and Codes for ICCV2021 Low Level Vision and Image Generation

本人多次机器学习与大数据竞赛Top5的经验总结，满满的干货，拿好不谢

Recurrent (conditional) generative adversarial networks for generating real-valued time series data.

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

Patch-base progressive 3D Point Set Upsampling

🙄 Difficult algorithm, Simple code.

A stable algorithm for GAN training

This repo is about NAS

A place to keep track of all the annotated papers.

Deep Learning Super Sampling with Deep Convolutional Generative Adversarial Networks.

⚾🤖⚾ Automatic baseball pitching overlay in realtime

Train a state-of-the-art yolov3 object detector from scratch!

NVIDIA Deep learning Dataset Synthesizer (NDDS)

NLP Paper

Official SRFlow training code: Super-Resolution using Normalizing Flow in PyTorch

CV 论文笔记

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

Open source face recognition on Raspberry Pi. SharpAI is open source stack for machine learning engineering with private deployment and AutoML for edge computing. DeepCamera is application of SharpAI designed for connecting computer vision model to surveillance camera. Developers can run same code on Raspberry Pi/Android/PC/AWS to boost your AI production development.

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

ICCV 2019 (oral) RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution. PyTorch implementation

Image Deblurring using Generative Adversarial Networks

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, wav2lip, picture repair, image editing, photo2cartoon, image style transfer, and so on.

A collection of AWESOME things about domian adaptation

Summaries of machine learning papers

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

Tensorflow implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network" (Ledig et al. 2017)

Official Code: A Sparse Gaussian Approach to Region-Based 6DoF Object Tracking

[ICCV 2019] Official implementation of "MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation" in PyTorch + Social Distancing

Code accompanying the paper "A Generative Framework for Zero Shot Learning with Adversarial Domain Adaptation"

Perception toolkit for sim2real training and validation

The official pytorch implemention of the CVPR paper "Temporal Modulation Network for Controllable Space-Time Video Super-Resolution".

TensorRT Examples (TensorRT, Jetson Nano, Python, C++)

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs (CVPRW 2020)

Google Brain AutoML

Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models

CVPR 2021 论文和开源项目合集

ESRGAN (Enhanced Super-Resolution Generative Adversarial Networks, published in ECCV 2018) implemented in Tensorflow 2.0+. This is an unofficial implementation. With Colab.

记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文

🏀🤖🏀 AI web app and API to analyze basketball shots and shooting pose.

A modern PyTorch implementation of SRGAN

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

This is a pix2pix demo that learns from pose and translates this into a human. A webcam-enabled application is also provided that translates your pose to the trained pose. Everybody dance now !

[CVPR2020] Adversarial Latent Autoencoders

Federated Learning Library: https://fedml.ai

Neural Paiters

A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.