Shenghsin Tai's starred repositories
3D-Machine-Learning
A resource repository for 3D machine learning
Convolutional_neural_network
This is the code for "Convolutional Neural Networks - The Math of Intelligence (Week 4)" By Siraj Raval on Youtube
python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
LabelImgTool
LabelImgTool is a graphical image annotation tool which supports CLS,DET and SEG(semantic&instance )
experiments_with_python
experiments with python
object_detector_app
Real-Time Object Recognition App with Tensorflow and OpenCV
FastMaskRCNN
Mask RCNN in TensorFlow
stanford-tensorflow-tutorials
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
cs231n.github.io
Public facing notes page
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
tensorflow_cookbook
Code for Tensorflow Machine Learning Cookbook
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
awesome-deep-rl
For deep RL and the future of AI.
awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
awesome-computer-vision
A curated list of awesome computer vision resources
awesome-deep-vision
A curated list of deep learning resources for computer vision
state-of-the-art-result-for-machine-learning-problems
This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
awesome-rl
Reinforcement learning resources curated
reversi-alpha-zero
Reversi reinforcement learning by AlphaGo Zero methods.
DeepRL-Agents
A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.