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A curated list of awesome awesomeness about artificial intelligence

artificial-intelligence artificial-neural-networks computer-vision deep-learning machine-l natural-language-processing neural-networks

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README.md	Update: Weakly Supervised Semantic Segmentation	2019-05-19 19:32:10 +08:00

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

Artificial Intelligence(AI)

Machine Learning(ML)

Deep Learning(DL)

Computer Vision(CV)

CV
CV2
CV-People
Event-based Vision Resources
Research Topics
- Image Classification
  - imgclsmob
- Object Detection
- Video Object Detection
- Face
  - Face Detection & Recognition
  - awesome-face
  - Facial Expression Recognition (FER)
  - Face Landmark Detection
- Image Segmentation
  - Semantic Segmentation
  - Segmentation.X
  - Panoptic Segmentation
  - Weakly Supervised Semantic 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
- Edge Detection
- Salience
  - Salient Object Detection(SOD)
  - Saliency Detection & Segmentation
- Fashion + AI

Natural Language Processing(NLP)

Speech Recognition

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
- SLAM List
- VSLAM
- SLAM(Chinese)
- SLAM Datasets
- SFM-Visual-SLAM
- SLAM Resources
NAS
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
Self-Supervised
Graph Embedding
Incremental Learning
AutoML
- AutoML-and-Lightweight-Models
Model Compression
- EfficientDNNs
- Model Compression and Acceleration
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