awslabs / handwritten-text-recognition-for-apache-mxnetLinks
This repository lets you train neural networks models for performing end-to-end full-page handwriting recognition using the Apache MXNet deep learning frameworks on the IAM Dataset.
☆507Updated last week
Alternatives and similar repositories for handwritten-text-recognition-for-apache-mxnet
Users that are interested in handwritten-text-recognition-for-apache-mxnet are comparing it to the libraries listed below
Sorting:
- Detect handwritten words (classic image processing based method).☆273Updated 2 years ago
- Handwritten Text Recognition using TensorFlow☆282Updated 9 months ago
- Use Convolutional Recurrent Neural Network to recognize the Handwritten line text image without pre segmentation into words or characters…☆316Updated 6 months ago
- Line-level Handwritten Text Recognition (HTR) system implemented with TensorFlow.☆75Updated 3 years ago
- OCR software for recognition of handwritten text☆806Updated 2 years ago
- Document Scanner and Word Segmentation☆125Updated 4 years ago
- Handwriting Recognition System based on a deep Convolutional Recurrent Neural Network architecture☆448Updated last year
- The deslanting algorithm sets text upright in images. Python, C++ and OpenCL implementations provided.☆150Updated 3 years ago
- Connectionist Temporal Classification (CTC) decoder with dictionary and language model.☆567Updated last year
- Detect handwritten words (neural network based).☆70Updated 3 years ago
- IAM dataset☆61Updated 2 years ago
- Handwritten Text Recognition (HTR) system implemented with TensorFlow.☆2,079Updated last year
- Lightweight CRNN for OCR (including handwritten text) with depthwise separable convolutions and spatial transformer module [keras+tf]☆149Updated 6 years ago
- Handwritten text recognition using transformers.☆158Updated 10 months ago
- Implementation of handwriting generation with use of recurrent neural networks in tensorflow. Based on Alex Graves paper (https://arxiv.o…☆562Updated 7 years ago
- Page to PAGE Layout Analysis Tool☆191Updated 3 years ago
- Recognize handwritten text in scanned documents using MultiDimensional Recurrent Neural Networks☆45Updated 7 years ago
- Python scripts for segmentation of cursive handwritten image, and recognizing the characters using a CNN based model☆71Updated 5 years ago
- Total Text Dataset. It consists of 1555 images with more than 3 different text orientations: Horizontal, Multi-Oriented, and Curved, one …☆756Updated last year
- ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)☆272Updated 4 years ago
- Detect and read handwritten words on scanned pages.☆122Updated last year
- Convolutional recurrent neural network for scene text recognition or OCR in Keras☆125Updated 4 years ago
- ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction☆400Updated 4 years ago
- Using Tensorflow to classify the NIST Dataset 19 (Handwriting)☆40Updated 6 years ago
- ☆137Updated 2 years ago
- 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-h…☆127Updated 6 years ago
- A simple document layout analysis using Python-OpenCV☆124Updated 4 years ago
- Detect textlines in document images☆93Updated last year
- SSD-based object and text detection with Keras, SSD, DSOD, TextBoxes, SegLink, TextBoxes++, CRNN☆300Updated 2 years ago
- ☆77Updated 2 years ago