cookie1599/awesome-ai-awesomeness

A curated list of awesome awesomeness about artificial intelligence

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

Artificial Intelligence(AI)

Machine Learning(ML)

Deep Learning(DL)

Computer Vision(CV)

CV
CV2
CV-People
Event-based Vision Resources
Research Topics
- Action Recognition
- Image Classification
  - imgclsmob
- Object Detection
- Video Object Detection
- Face
  - Face Detection & Recognition
  - awesome-face
  - Facial Expression Recognition (FER)
  - Face Landmark Detection
  - Landmark Detection
- Image Segmentation
  - Semantic Segmentation
  - Segmentation.X
  - Panoptic Segmentation
  - Weakly Supervised Semantic Segmentation
- Object Tracking
  - Visual Tracking1
  - Visual Tracking2
  - Multi-Object Tracking
  - Tracking and Detection
- 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
  - Text Detection and Recognition
- Super Resolution
  - Super Resolution (ChaofWang)
  - Super Resolution (ptkin)
  - Image 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 and Video Denoising
- Image to Image
- Video Analysis
- Edge Detection
- Salience
  - Salient Object Detection(SOD)
  - Saliency Detection & Segmentation
- Fashion + AI
- Event-based Vision Resources

Natural Language Processing(NLP)

Speech Recognition

Other Research Topics

Bayesian
Capsule Networks
GAN
- really-awesome-gan
- AdversarialNetsPapers
- the-gan-zoo
- Keras-GAN
- gans-awesome-applications: Curated list of awesome GAN applications and demo
SLAM
- SLAM List
- VSLAM
- SLAM(Chinese)
- SLAM Datasets
- SFM-Visual-SLAM
- SLAM Resources
Graph Neural Networks(GNN)
Reinforcement Learning
- Implementation of Reinforcement Learning Algorithms
- Reinforcement Learning Chinese：中文整理的强化学习资料
Transfer Learning
Zero-Shot Learning
Few-Shot Learning
Meta-Learning
- Meta-Learning1
- Meta-Learning2
Self-Supervised
Graph Embedding
Incremental Learning
AutoML
- AutoML Survey
- AutoML-and-Lightweight-Models
- NAS
- Architecture Search
Model Compression
- EfficientDNNs
- Model Compression and Acceleration
- Neural Network Pruning
Domain Adaptation
Robotics
Recommender Systems
Autonomous Vehicles
- Lidar Point cloud processing for Autonomous Driving
Anomaly Detection
Point Cloud Analysis
Affective_Computing
Knowledge Distillation
Click-Through Rate Prediction

Programming Languages

Framework

Datasets

Segmentation & Saliency detection