Computer Vision
- Camera Calibration
1.1 Corner detection
1.2 Find the intrinsic matrix
1.3 Find the extrinsic matrix
1.4 Find the distortion matrix - Augmented Reality
- Stereo Disparity Map
- SIFT
4.1 Show keypoints
4.2 Show matching keypoints
4.3 Angle of two images - VGG16_Classifier
- Background Subtraction
- Optical Flow
- Perspective Transform
- PCA Image Reconstruction
- ResNet50_Classifier
Deep Learning
Deep Reinforcement Learning
- Q learning/FrozenLake
- Q learning/Taxi-v2
- Deep Q Learning/Doom
- Deep Q Learning/Space Invaders
- Dueling Double DQN with PER and fixed-q targets
- Policy Gradients/Cartpole
- Policy Gradients/Doom
- Policy Gradients/Doom Deathmatch
Graph Neural Netowrks
Machine Learning
Medical Images
Recommender Systems
- Item-Based Collaborative Filtering Recommendation Algorithm
- Based on Seq2Seq Model Recommendation Algorithm
Robot Navigation