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attention-ocr

Visual Attention based OCR

awesome-ocr

A curated list of promising OCR resources

bytenet-tensorflow

ByteNet for character-level language modelling

caffe

Caffe: a fast open framework for deep learning.

clstm

A small C++ implementation of LSTM networks, focused on OCR.

crfasrnn

This repository contains the source code for the semantic image segmentation method described in the ICCV 2015 paper: Conditional Random Fields as Recurrent Neural Networks. http://crfasrnn.torr.vision/

ctpn

Detecting Text in Natural Image with Connectionist Text Proposal Network

deblurring

Repo which helps you create blurred images. More code can be added in later. This repo would basically contain code that helps to check for filtering operations using 2D LSTMs

east

A tensorflow implemention of EAST text detector

faster_rcnn

Faster R-CNN

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015.

focal-loss

Reproduction of Focal-loss on caffe

groundhog

Library for implementing RNNs with Theano

kcws

Deep Learning Chinese Word Segment

locnet

LocNet: Improving Localization Accuracy for Object Detection

matconvnet-fcn

A MatConvNet-based implementation of the Fully-Convolutional Networks for image segmentation

mnc

Instance-aware Semantic Segmentation via Multi-task Network Cascades

mtcnn

mtcnn_caffe

mxnet

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

mxnet-sru

mxnet-sru replementation

mxnmt

MXNet based Neural Machine Translation

neural-vqa

CNN+LSTM model for Visual Question Answering

py-faster-rcnn

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

pybrain

rfcn-tensorflow

RFCN implementation in TensorFlow

tensorflow_lstm_ctc_ocr

CTC + Tensorflow Example for ASR

visual-qa

Keras-based LSTM/CNN models for Visual Question Answering

warp-ctc

Fast parallel CTC.

warpctc

OCR example with mxnet