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)
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
- Image Registration
- Object Detection
- Face
- Gaze Estimation
- HDR Image Synthesis
- Image Segmentation
- Object Tracking
- Pose estimation
- Human Motion
- Human-Object Interaction(HOI)
- Long-tailed
- Scene Text
- Super Resolution
- 3D
- OCR
- Re-ID
- Pedestrian Attribute Recognition
- Person Search
- Image Captioning
- Question Answering
- Crowd Counting
- Lane Detection
- Low Lignt Enhancement
- Image Retrieval
- Medical Imaging
- Image Inpainting
- Image/Video Dehazing
- Image Denoising
- Image Deraining
- Image/Video Deblurring
- Image to Image(img2img)
- Multi-View Stereo(MVS)
- Underwater Image Enhancement
- Video Analysis
- Video Object Segmentation(VOS)
- Edge Detection
- Local and Global Descriptor
- Referring Image Segmentation
- Salience
- Self-Supervised Learning in Medical Imaging
- Fashion + AI
- Event-based Vision Resources
- Video Stabilization
- Visual Transformer
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
Speech Recognition
Other Research Topics
- 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
- Reinforcement Learning
- Transfer Learning
- Trajectory Prediction
- Zero-Shot Learning
- Few-Shot Learning
- Federated Learning
- poga/Federated Learning
- Federated Computing/Learning
- [ChanChiChoi/Federated Learning](ChaoChiChoi/Federated Learning)
- Meta-Learning
- Open Set Recognition
- Self-Supervised
- Graph Classification
- Incremental Learning
- AutoML
- Model Compression
- Binary Neural Networks
- Multimodal Research
- Multimodal Machine Learning
- Neural Rendering
- NeRF
- Domain Adaptation
- Robotics
- Recommender Systems
- Autonomous Vehicles
- Anomaly Detection
- Yochengliu/Point Cloud Analysis
- NUAAXQ/Point Cloud Analysis
- 3D Point Clouds
- Affective_Computing
- Knowledge Distillation
- Click-Through Rate Prediction
- Label Noise
- VAE
- Imbalanced Learning