ThomasDelteil / 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.
☆127Updated 6 years ago
Alternatives and similar repositories for HandwrittenTextRecognition_MXNet:
Users that are interested in HandwrittenTextRecognition_MXNet are comparing it to the libraries listed below
- Recognize handwritten text in scanned documents using MultiDimensional Recurrent Neural Networks☆46Updated 6 years ago
- ☆77Updated 2 years ago
- Character-Based Handwritten Text Transcription with Attention Networks☆44Updated 2 months ago
- ocr, cnn+lstm+ctc, crnn, recognition model, tensorflow☆75Updated 6 years ago
- ☆72Updated 6 years ago
- A tutorial on the PyTorch-based ocropus components.☆73Updated 5 years ago
- COCO-Text API http://vision.cornell.edu/se3/coco-text/☆154Updated 4 years ago
- Convolutional recurrent neural network for scene text recognition or OCR in Keras☆125Updated 4 years ago
- A modified SSD model for text detection☆91Updated 8 years ago
- a deep learning model for page layout analysis / segmentation.☆101Updated 5 years ago
- Code for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition☆498Updated 7 years ago
- Line-level Handwritten Text Recognition (HTR) system implemented with TensorFlow.☆75Updated 2 years ago
- Pretrained deep learning features for Documents trained on OCR results with Object Detection frameworks☆51Updated 6 years ago
- ☆138Updated 2 years ago
- Synthetic_Data_Engine_For_Text_Recognition☆37Updated 7 years ago
- ☆284Updated 6 years ago
- This software implements the Convolutional Recurrent Neural Network (CRNN) in tensorflow☆53Updated 7 years ago
- Text detection with mainly MSER and SWT☆200Updated 5 months ago
- Optical table recognition - recognize tables in scan images using OpenCV☆112Updated 5 years ago
- Pytorch implementation of OCR system using CRNN + CTCLoss☆219Updated 5 years ago
- implement CRNN in Keras with Spatial Transformer Network☆100Updated 5 years ago
- A Dense Text Detection model using Receptive Field Blocks☆31Updated 2 years ago
- OCR detection for ICDAR2015, which is based on FOTS, the precision is 80.6%.☆129Updated 6 years ago
- A Keras/Theano implementation of "Reading Text in the Wild with Convolutional Neural Networks" by M Jaderberg et.al.☆117Updated 7 years ago
- Single Shot Text Detector with Regional Attention☆216Updated 7 years ago
- TensorFlow convolutional recurrent neural network (CRNN) for text recognition☆291Updated 5 years ago
- Computer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection☆125Updated 5 years ago
- Deep learning based page layout analysis☆195Updated 6 years ago
- Code and procdures for handwriting object detection and recognition☆79Updated 4 years ago
- This an implementation of FOTS with tensorflow☆181Updated 5 years ago