Xinghui Tao's repositories
rnn-workshop
Xception LSTM
Artificial-Intelligence-Cloud-and-Edge-Implementations
Respository of notebooks for AI: Cloud and Edge Implementations course
attention-workshop
Attention Workshop
cnn-workshop
CNN Workshop
deep_sort
Simple Online Realtime Tracking with a Deep Association Metric
deep_sort_yolov3
Real-time Multi-person tracker using YOLO v3 and deep_sort with tensorflow
Face-Alignment-with-simple-cnn
Face Aligment with simple cnn in Keras
Face-detection-with-mobilenet-ssd
Face detection with mobilenet-ssd written by Keras.
Face-identification-with-cnn-triplet-loss
Face identification with cnn+triplet-loss written by Keras.
GraphNeuralNetwork
《深入浅出图神经网络：GNN原理解析》配套代码
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
mlp-workshop
MLP Workshop
models
Models and examples built with TensorFlow
sfnd-3d-object-tracking
Sensor Fusion, Project 3: 3D Object Tracking
ssd_keras
A Keras port of Single Shot MultiBox Detector
SSGAN-Tensorflow
A Tensorflow implementation of Semi-supervised Learning Generative Adversarial Networks.
udacity-deep-reinforcement-learning
My solutions to the projects (and mini-projects) of the Deep Reinforcement Learning Nanodegree by Udacity
Udacity-DRL-Collaboration-and-Competition
My solution to Udacity Deep Reinforcement Learning Nanodegree 's Project 3 - Collaboration and Competition
Udacity-DRL-ContinuousControl
My solution to Udacity Deep Reinforcement Learning Nanodegree 's Project 2 - Continuous Control