xujianzhong Goto Github PK

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

awesome-synthtext

A curated list of awesome synthetic data for text location and recognition

caffe-train

caffe_ocr

主流ocr算法研究实验性的项目，目前实现了CNN+BLSTM+CTC架构

characters

中文停用词/常用汉字/生僻字集合

chinese-ocr

[python3.6] 运用tf实现自然场景文字检测,keras/pytorch实现ctpn+crnn+ctc实现不定长场景文字OCR识别

cn-corpus

crnn

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.

crnn_chinese_characters_rec

chinese characters recognition

crnn_mxnet

MXnet version of CRNN for scene text recognition with CNN+2-layer BLSTM+CTC architecture.

cvpr-2021-papers

deform-conv

Deformable Convolution in TensorFlow / Keras

faceboxes

FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017

gpu_dbscan

GPU version of DBSCAN using FB's faiss

handwrittentextrecognition_mxnet

OCR using MXNet Gluon. The pipeline is composed of a CNN + biLSTM + CTC. The dataset is from: http://www.fki.inf.unibe.ch/databases/iam-handwriting-database. You need to register and get a username and password from their website.

idcardgenerator

身份证图片生成工具

image-recognition-handwritten-alphabets-

This project demonstrates of building a image recogniser using self coded Inception Model and demonstrates various techniques of data augmentation in case of less training data.

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

longformer

Longformer: The Long-Document Transformer

nlp_storeroom

NLP的一些公开资料，有些是别人原始分享的，有些是处理了一下。

nstools

Some meaningless nscripter tools.

perdestrian-detection

qrcodes

Detecting and Decoding QR Codes using OpenCV

scene-text-image-transformer

Scene Text Image Transformer

scene-text-recognition

str-fewer-labels

Scene Text Recognition (STR) methods trained with fewer real labels.

tensorflowbook

tensorflow教程每个章节的源码