README.md

Awesome AI Awesomeness

A curated list of awesome awesomeness about artificial intelligence(AI).

If you want to contribute to this list (please do), send me a pull request.

Table of Contents

• Artificial Intelligence(AI)
• Machine Learning(ML)
• Deep Learning(DL)
• Computer Vision(CV)
• Natural Language Processing(NLP)
• Speech Recognition
• Other Research Topics
• Programming Languages
• Framework
• Datasets
• [AI Career](#AI Career)

Artificial Intelligence(AI)

• AI
• AI-Use-Cases
• AI residency programs information
• Explainable AI

Machine Learning(ML)

• ML
• ML-Source-Code
• ML-CN
• Adversarial-ML
• Quantum-ML
• 3D-Machine-Learning
• Machine Learning Interpretability
• Machine Learning System
• Mobile Machine Learning
• Machine Learning Problems
• Gradient Boosting
• Decision Tree

Deep Learning(DL)

• DL
• DL-Papers
• DL-Resources
• DeepLearning-500-questions
• Deep-Learning-in-Production
• DNN Compression and Acceleration
• Architecture Search
• Deep Learning for Graphs
• Real-time Network
• Deep Learning Interpretability
• Graph-based Deep Learning

Computer Vision(CV)

• CV
• CV2
• CV-People
• DeepFakes
• Event-based Vision Resources
• Embodied Vision
• Research Topics
  • Action Recognition
  • Colorization
  • Image Classification
    • imgclsmob
  • Image Registration
  • Object Detection
    • amusi/Object Detection
    • hoya012/Object Detection
    • Tiny Object Detection
    • Small Object Detection
    • Video Object Detection
    • Anchor Free Object Detection
  • Face
    • Face Detection & Recognition
    • awesome-face
    • Facial Expression Recognition (FER)
    • Face Landmark Detection
    • Landmark Detection
    • Face Anti-spoofing
  • Gaze Estimation
  • HDR Image Synthesis
  • Image Segmentation
    • Semantic Segmentation
    • Segmentation.X
    • Panoptic Segmentation
    • Weakly Supervised Semantic Segmentation
    • Referring Image Segmentation
    • Semi Supervised Learning for Medical Image Segmentation
  • Object Tracking
    • Visual Tracking1
    • Visual Tracking2
    • Multi-Object Tracking
    • Tracking and Detection
    • daily-paper-visual-tracking
    • Multimodal Tracking
  • Pose estimation
    • Object Pose Estimation
    • Human Pose estimation
      • Human Pose estimation 1
      • Human Pose estimation 2
    • Hand Pose estimation
    • 6D Object Pose Estimation
  • Human Motion
  • Human-Object Interaction(HOI)
  • Long-tailed
  • Scene Text
    • Scene Text Localization and Recognition
    • Scene Text Localization & Recognition Resources
    • Scene Text Detection and Recognition
    • Text Detection and Recognition
    • Scene Text Recognition Resources
  • Super Resolution
    • Super Resolution (ChaofWang)
    • Super Resolution (ptkin)
    • Image Super Resolution
    • Video Super Resolution
  • 3D
    • 3D Reconstruction
    • 3D Human Body
  • OCR
  • Re-ID
    • Person Re-ID(1)
    • Person Re-ID(2)
    • Vehicle Re-ID(1)
    • Vehicle Re-ID(2)
  • Pedestrian Attribute Recognition
  • Person Search
  • Image Captioning
  • Question Answering
  • Crowd Counting
  • Lane Detection
  • Low Lignt Enhancement
  • Image Retrieval
    • Awesome image retrieval papers (1)
    • Awesome image retrieval papers (2)
  • Medical Imaging
    • Medical Data
    • Medical imaging datasets
    • Awesome GAN for Medical Imaging
    • Deep Learning for Medical Applications
    • Medical Image Segmentation
  • Image Inpainting
  • Image/Video Dehazing
    • awesome-dehazing
    • DehazeZoo
  • Image Denoising
    • reproducible-image-denoising-state-of-the-art
    • Image-Denoising-State-of-the-art
    • Image and Video Denoising
    • Awesome-Denoise
  • Image Deraining
  • Image/Video Deblurring
  • Image to Image(img2img)
    • lzhbrian/Image to Image
    • xiaweihao/Image to Image
  • Multi-View Stereo(MVS)
  • Underwater Image Enhancement
  • Video Analysis
  • Video Object Segmentation(VOS)
  • Edge Detection
  • Local and Global Descriptor
  • Referring Image Segmentation
  • Salience
    • Salient Object Detection(SOD)
    • Saliency Detection & Segmentation
    • RGB-D Salient Object Detection
  • Self-Supervised Learning in Medical Imaging
  • Fashion + AI
  • Event-based Vision Resources
  • Video Stabilization
  • Visual Transformer
    • Transformer-in-Vision
    • Awesome Transformer for Vision Resources List
    • Awesome-Visual-Transformer
    • Awesome Visual Representation Learning with Transformers

Natural Language Processing(NLP)

• NLP
• NLP-progress
• CoreNLP
• NLPIR
• nlp_course
• nlp-datasets
• nlp-reading-group
• NLP Paper
• Awesome-Chinese-NLP: 中文自然语言处理相关资料
• awesome-dl4nlp
• awesome-sentence-embedding
• Research Topics
  • Machine Translation

Speech Recognition

• speech_recognition
• awesome-speech-recognition-speech-synthesis-papers

Other Research Topics

• Bayesian
  • Bayesian
  • Deep Bayesian
• Capsule Networks
• Contrastive-Learning
• Data Augmentation
• Emebedded AI
• GAN(Generative Adversarial Networks)
  • GAN-Case-Study
  • really-awesome-gan
  • AdversarialNetsPapers
  • the-gan-zoo
  • Keras-GAN
  • gans-awesome-applications: Curated list of awesome GAN applications and demo
  • image-to-image translation
  • GAN Inversion
• Graph Neural Networks(GNN)
• Semi-Supervised Learning
• SLAM
  • SLAM List
  • VSLAM
  • SLAM(Chinese)
  • SLAM Datasets
  • SFM-Visual-SLAM
  • SLAM Resources
  • wuxiaolang/Visual_SLAM_Related_Research
• Reinforcement Learning
  • Implementation of Reinforcement Learning Algorithms
  • Reinforcement Learning Chinese：中文整理的强化学习资料
• Transfer Learning
• Trajectory Prediction
• Zero-Shot Learning
• Few-Shot Learning
  • Duan-JM/Few-Shot Learning
  • e-271/Few-Shot Learning
• Federated Learning
  • poga/Federated Learning
  • Federated Computing/Learning
  • [ChanChiChoi/Federated Learning](ChaoChiChoi/Federated Learning)
• Meta-Learning
  • Meta-Learning1
  • Meta-Learning2
• Open Set Recognition
• Self-Supervised
  • jason718/Self-Supervised
  • Sungman-Cho/Self-Supervised
  • wvangansbeke/Self-Supervised-Learning-Overview
• Graph Classification
• Incremental Learning
• AutoML
  • AutoML Survey
  • AutoML-and-Lightweight-Models
  • NAS
  • Architecture Search
  • LITERATURE ON NEURAL ARCHITECTURE SEARCH
• Model Compression
  • EfficientDNNs
  • Model Compression and Acceleration
  • Neural Network Pruning
• Binary Neural Networks
• Multimodal Research
• Multimodal Machine Learning
• Neural Rendering
• NeRF
• Domain Adaptation
• Robotics
• Recommender Systems
• Autonomous Vehicles
  • Autonomous Vehicles
  • Autonomous Vehicles-CH
  • Lidar Point cloud processing for Autonomous Driving
• Anomaly Detection
• Yochengliu/Point Cloud Analysis
• NUAAXQ/Point Cloud Analysis
• 3D Point Clouds
• Affective_Computing
• Knowledge Distillation
  • Knowledge Distillation(dkozlov)
  • Knowledge Distillation(FLHonker)
• Click-Through Rate Prediction
• Label Noise
• VAE
• Imbalanced Learning

Programming Languages

• C
• C++
• Python
• JAVA
• JavaScript
• Julia
• MATLAB
• R

Framework

• TensorFlow
  • TensorFlow From Zero To- One
  • TensorFlow Lite
• PyTorch
  • PyTorch From Zero To- One
• Keras
• MXNet
• Caffe
• Torch
• Chainer

Datasets

• Segmentation & Saliency detection

AI Career

• Awesome Software Engineering for Machine Learning