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taichu012's repositories

tutorials

机器学习相关教程

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AI-Blocks

A powerful and intuitive WYSIWYG interface that allows anyone to create Machine Learning models!

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AirSim

Open source simulator based on Unreal Engine for autonomous vehicles from Microsoft AI & Research

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attention-ocr

A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.

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CapsNet-Keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

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CapsNet-Tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

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deep-image-prior

Image restoration with neural networks but without learning.

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deep-visualization-toolbox

DeepVis Toolbox

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DeepLearningSandbox

Blog related code for

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DeepVideoAnalytics

A distributed visual search and visual data analytics platform.

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DIGITS

Deep Learning GPU Training System

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disentangling_conditional_gans

Disentangling Multiple Conditional Inputs in GANs

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face_classification

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

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face_recognition

The world's simplest facial recognition api for Python and the command line

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fairseq

Facebook AI Research Sequence-to-Sequence Toolkit

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fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

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flappybird-qlearning-bot

Flappy Bird Bot using Reinforcement Learning

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freelogic.github.io

web post

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GANotebooks

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

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jekyll-now

Build a Jekyll blog in minutes, without touching the command line.

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Machine-Learning-Flappy-Bird

Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm

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Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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morvan-tutorial

莫烦课程的代码-因原始project拉不到本地，故打包下载再上传保存

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Omni-Notes

Open source note-taking application for Android

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OpenNMT

Open Source Neural Machine Translation in Torch

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py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

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recurrent-spatial-transformer-code

Code for Recurrent Spatial Transformer Networks

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StarGAN

PyTorch Implementation of "StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Tranlsation".

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tesseract

Tesseract Open Source OCR Engine (main repository)

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tracking.js

A modern approach for Computer Vision on the web

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