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

Artificial Intelligence(AI)

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

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

Deep Learning(DL)

• DL
• DL-Papers
• DL-Resources
• DeepLearning-500-questions
• Deep-Learning-in-Production
• DNN Compression and Acceleration
• Architecture Search

Computer Vision(CV)

• CV
• CV2
• CV-People
• Research Topics

  • Image Classification

    • imgclsmob

  • Object Detection

  • Video Object Detection

  • Face

    • Face Detection & Recognition
    • awesome-face
    • Facial Expression Recognition (FER)

  • Image Segmentation

    • Semantic Segmentation
    • Segmentation.X
    • Panoptic Segmentation

  • Object Tracking

    • Multi-Object Tracking

  • Pose estimation

    • Human Pose estimation
      • Human Pose estimation 1
      • Human Pose estimation 2
    • Hand Pose estimation

  • Scene Text

    • Scene Text Localization and Recognition
    • Scene Text Localization & Recognition Resources
    • Scene Text Detection and Recognition

  • Super Resolution

    • Video Super Resolution

  • 3D

    • 3D Reconstruction

  • OCR

  • Re-ID

    • Person Re-ID
    • Vehicle Re-ID

  • Image Captioning

  • Question Answering

  • Crowd Counting

  • Lane Detection

  • 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

  • Image Inpainting

  • Image Dehazing

  • Image Denoising

    • reproducible-image-denoising-state-of-the-art
    • Image-Denoising-State-of-the-art

  • Image to Image

  • Video Analysis

Natural Language Processing(NLP)

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

Speech Recognition

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

Other Research Topics

• Capsule Networks
• GAN
  • really-awesome-gan
  • AdversarialNetsPapers
  • the-gan-zoo
  • Keras-GAN
  • gans-awesome-applications: Curated list of awesome GAN applications and demo
• SLAM
  • VSLAM
  • SLAM(Chinese)
  • SLAM Datasets
• Graph Neural Networks(GNN)
• Reinforcement Learning
• Transfer Learning
• Zero-Shot Learning
• Few-Shot Learning
• Meta-Learning
• Self-Supervised
• Graph Embedding
• Incremental Learning
• AutoML
• Model Compression
  • EfficientDNNs
  • Model Compression and Acceleration
• Domain Adaptation
• Robotics
• Recommender Systems
• Autonomous Vehicles

Programming Languages

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

Framework

• TensorFlow
• PyTorch
• Keras
• MXNet
• Caffe
• Torch
• Chainer