wyj2046

ChineseAddress_OCR

Photographing Chinese-Address OCR implemented using CTPN+CTC+Address Correction. 拍照文档中文地址文字识别。

allstate_capstone

Allstate Kaggle Competition ML Capstone Project

automatic-watermark-detection

Project for Digital Image Processing

awesome-machine-learning-interpretability

A curated list of awesome machine learning interpretability resources.

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

Chinese-Word-Vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

chinese_ocr

CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras

Classifier

Classifier by pytorch

cs231n

cs231n assignment

deep-learning-with-keras-notebooks

Jupyter notebooks for using & learning Keras

DeepHash

An Open-Source Package for Deep Learning to Hash (DeepHash)

DeepHash-Papers

Must-read papers on deep learning to hash (DeepHash)

DeepLayout

Deep learning based page layout analysis

dropblock

Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

icme2019-bytedance-grand-challenge

字节跳动短视频内容理解和推荐 Track2 Top8

imutils

A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.

is_that_a_duplicate_quora_question

leveldb

LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.

mac_emacs

mac emacs

MachineLearning

Machine learning resources

megvii-pku-dl-course

(Unofficial) homepage for the joint course of Megvii Inc. and Peking University on Deep Learning.

metis

mlcrate

A python module of handy tools and functions, mainly for ML and Kaggle

models

Models and examples built with TensorFlow

papers

Summaries of machine learning papers

quora

Residual-Attention-Convolutional-Neural-Network

It contains the Attention-56 and Attention-96 models built from scratch in keras. Residual Attention Networks are described in the paper "Residual Attention Network for Image Classification"(https://arxiv.org/pdf/1704.06904.pdf).

TensorFlow-Examples

TensorFlow Tutorial and Examples for beginners

tflearn

Deep learning library featuring a higher-level API for TensorFlow.

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, C++ and more