ccchang1023

Drums-Fill-in-generator

A drum's Fill-in generator based on Genetic Algorithm

CGI-2048

An AI program for Game 2048 based on temporal difference learning, N-Tuple Networks and expectimax search

Pottery

A system of real-time operation of a mesh throwing pottery model by using Leap Motion

ADAS_Pose_Estimation

code for Kaggle competition: Peking University/Baidu - Autonomous Driving

Bengali_graphme

Code for Kaggle competition: Bengali.AI Handwritten Grapheme Classification

caffe

Caffe: a fast open framework for deep learning.

CGI-Threes

An AI program for Game Threes! based on temporal difference learning and expectimax search

ddpg_refactor

ddpg control for robotic motion planning

dqn_maze_solving

Gradient-Descent

A linear regression program based on Gradient Descent

IK_NN

Simple neural network regression for robot Inverse Kinematic

Kannada_MNIST_CNN

code for Kaggle competition: Kannada MNIST

keras_CNN_classifier

Use Keras(Tensorflow based) to build a CNN classifier for handwrite numbers (MNIST)

librealsense

Intel® RealSense™ SDK

maskrcnn-benchmark

Clone from Facebook research : https://github.com/facebookresearch/maskrcnn-benchmark

ObjectTracking

A tennis tracking system based on related algorithms

Othello

A game-playing program for Othello based on Alpha-Beta search

pycococreater

Tools to transform annotation(mask file) into coco format with custom revised, clone from https://github.com/waspinator/pycococreator

pytorch_application

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

tensorflow_CNN_classifier