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cw2vec-1

基于字符训练词向量

data-science-notes

数据科学的笔记以及资料搜集

densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

dl-tutorial

east

This is a pytorch re-implementation of EAST: An Efficient and Accurate Scene Text Detector.

explorebycc

fastnlp

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

fots.pytorch

FOTS Pytorch Implementation

fots_two_stage

EAST + Rotate + CRNN

incepttext-tensorflow

An Implementation of the alogrithm in paper IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection

insightface_pytorch

Pytorch0.4.1 codes for InsightFace

jieba

结巴中文分词

kaggle

keywordsextraction

extract keywords from a document

lets_ocr

A repository for OCR, which inlcudes some classical OCR algorithms Pytorch implementation such as CTPN, EAST and CRNN.

man

Multinomial Adversarial Networks for Multi-Domain Text Classification (NAACL 2018)

masktextspotter.caffe2

The code of "Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes"

medical_document_clustering

Using Natural Language processing techniques - word embedding (word2vec, bert, biowordvec...) and clustering techniques, coming up with labels for documents and grouping documents together.

mobilenetv2_deeplabv3_pytorch

Try to implement deeplab v3+ on pytorch according to offical demo.

model_compression

Implementation of model compression with knowledge distilling method.

musiclyricchatbot

chatbot based on music region using method including es and music kb.基于14W歌曲知识库的问答尝试，功能包括歌词接龙，已知歌词找歌曲以及歌曲歌手歌词三角关系的问答。

neuralsnap

Generates poetry from images using convolutional and recurrent neural networks

newscluster

新闻事件挖掘。通过聚合公开的新闻数据，聚合描述相同事件的新闻并生成相关事件信息。

onnx

Open Neural Network Exchange

pixel_link

Implementation of our paper 'PixelLink: Detecting Scene Text via Instance Segmentation' in AAAI2018

pixellink-with-pytorch

PixelLink-with-pytorch

pocketflow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

poetry-generation

pytorch-based， RNN，中文古诗词、歌词、散文自动生成

practicalai

📚A practical approach to learning machine learning.

programinky