Use Convolutional Recurrent Neural Network to recognize the Handwritten line text image without pre segmentation into words or characters. Use CTC loss Function to train.
☆334Dec 9, 2024Updated last year
Alternatives and similar repositories for Handwritten-Line-Text-Recognition-using-Deep-Learning-with-Tensorflow
Users that are interested in Handwritten-Line-Text-Recognition-using-Deep-Learning-with-Tensorflow are comparing it to the libraries listed below
Sorting:
- Handwritten Text Recognition using TensorFlow☆293Aug 31, 2024Updated last year
- Handwritten Text Recognition (HTR) system implemented with TensorFlow.☆2,148Jan 31, 2026Updated last month
- Line-level Handwritten Text Recognition (HTR) system implemented with TensorFlow.☆75May 7, 2022Updated 3 years ago
- Use Convolutional Recurrent Neural Network to recognize the Handwritten Word text image without pre segmentation into words or characters…☆39Oct 16, 2022Updated 3 years ago
- This repository lets you train neural networks models for performing end-to-end full-page handwriting recognition using the Apache MXNet …☆523Feb 5, 2026Updated last month
- Handwriting Recognition System based on a deep Convolutional Recurrent Neural Network architecture☆457Aug 22, 2023Updated 2 years ago
- English Handwriting Recognition with CRNN and CTC Loss☆22Oct 1, 2018Updated 7 years ago
- OCR software for recognition of handwritten text☆829Dec 23, 2022Updated 3 years ago
- Detect handwritten words (classic image processing based method).☆276May 5, 2023Updated 2 years ago
- Handwritten text recognition with sequence-to-sequence architecture☆17Feb 2, 2023Updated 3 years ago
- ☆33Oct 16, 2020Updated 5 years ago
- Lightweight CRNN for OCR (including handwritten text) with depthwise separable convolutions and spatial transformer module [keras+tf]☆151Jun 12, 2019Updated 6 years ago
- Handwritten text recognition using transformers.☆160Jul 25, 2024Updated last year
- IAM dataset☆68Mar 22, 2023Updated 3 years ago
- Train a Text Recognition CRNN model with Tensorflow2 & Keras & IAM Dataset. Convolutional Recurrent Neural Network. CTC.☆21May 7, 2020Updated 5 years ago
- Using Tensorflow to classify the NIST Dataset 19 (Handwriting)☆41Dec 7, 2018Updated 7 years ago
- ☆78Oct 28, 2022Updated 3 years ago
- Recognizing Handwritten Text using Deep Learning☆16Feb 18, 2020Updated 6 years ago
- handwritten text recognition on IAM handwriting dataset☆14Mar 15, 2020Updated 6 years ago
- IAM Dataset Writer Recognition Using a CNN☆13Nov 12, 2018Updated 7 years ago
- Document Scanner and Word Segmentation☆123Sep 16, 2020Updated 5 years ago
- handwritten word recognition with IAM dataset using CNN-Bi-LSTM and Bi-GRU implementation.☆24Dec 26, 2020Updated 5 years ago
- A Handwritten Text Recognition built with Tensorflow2 & Keras & IAM Dataset, Convolutional Recurrent Neural Network, CTC. Decoder☆13Jul 14, 2020Updated 5 years ago
- Word Segmentation done for handwritten text recogntion☆25Nov 22, 2022Updated 3 years ago
- This project offers an efficient method for identifying and recognizing handwritten text from images. Using a Convolutional Recurrent Neu…☆22May 20, 2024Updated last year
- ☆21Jul 24, 2019Updated 6 years ago
- CTC handwriting transcription model written in pytorch☆39Sep 13, 2021Updated 4 years ago
- Page to PAGE Layout Analysis Tool☆191Jan 17, 2022Updated 4 years ago
- Connectionist Temporal Classification (CTC) decoder with dictionary and language model.☆577Jan 31, 2026Updated last month
- Online Hand Writing Recognition using BLSTM☆29Dec 7, 2022Updated 3 years ago
- Detect and read handwritten words on scanned pages.☆139Jul 20, 2023Updated 2 years ago
- Public implementation of our CVPR Paper "OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page TextRecognition by learnin…☆147Oct 12, 2021Updated 4 years ago
- ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)☆282Dec 7, 2020Updated 5 years ago
- OCR-D-compliant page segmentation☆67Nov 19, 2025Updated 4 months ago
- Optical Character Recognition in Python.☆44Dec 30, 2018Updated 7 years ago
- Convert Transkribus PAGE-XML to standard PAGE-XML☆12Dec 10, 2025Updated 3 months ago
- Obsolete repo, merged into eynollah☆12Sep 29, 2025Updated 5 months ago
- Detect handwritten words (neural network based).☆73Feb 24, 2022Updated 4 years ago
- The goal of this project is to solve the task of name transcription from handwriting images implementing a NN approach.☆57Nov 29, 2017Updated 8 years ago