VMD7 / Automate-identification-and-recognition-of-handwritten-text-from-an-image
This project offers an efficient method for identifying and recognizing handwritten text from images. Using a Convolutional Recurrent Neural Network (CRNN) for Optical Character Recognition (OCR), it effectively extracts text from images, aiding in the digitization of handwritten documents and automated text extraction.
☆20Updated 11 months ago
Alternatives and similar repositories for Automate-identification-and-recognition-of-handwritten-text-from-an-image:
Users that are interested in Automate-identification-and-recognition-of-handwritten-text-from-an-image are comparing it to the libraries listed below
- IAM dataset☆57Updated 2 years ago
- Use Convolutional Recurrent Neural Network to recognize the Handwritten line text image without pre segmentation into words or characters…☆308Updated 4 months ago
- It is able to recognize handwritten text, uses IAM dataset for training. CNN and RCNN architectures are used for training and CTC are use…☆11Updated 3 years ago
- Optical Character Recognition in Python.☆41Updated 6 years ago
- Use Convolutional Recurrent Neural Network to recognize the Handwritten Word text image without pre segmentation into words or characters…☆37Updated 2 years ago
- Detect handwritten words (neural network based).☆69Updated 3 years ago
- ☆34Updated 4 years ago
- handwritten word recognition with IAM dataset using CNN-Bi-LSTM and Bi-GRU implementation.☆23Updated 4 years ago
- Document Scanner and Word Segmentation☆123Updated 4 years ago
- Detect handwritten words (classic image processing based method).☆272Updated last year
- This repo contains the code for hand written text detection and recognition model using computer vision☆37Updated 2 years ago
- Recognizing Handwritten Text using Deep Learning☆16Updated 5 years ago
- OCR Tamil is a powerful tool that can detect and recognize text in Tamil images with high accuracy on Natural Scenes☆62Updated last month
- Offline Handwritten Text Recognition (HTR) system☆19Updated 5 years ago
- The deslanting algorithm sets text upright in images. Python, C++ and OpenCL implementations provided.☆149Updated 3 years ago
- Handwritten Text Recognition using TensorFlow☆276Updated 7 months ago
- A Handwritten Text Recognition built with Tensorflow2 & Keras & IAM Dataset, Convolutional Recurrent Neural Network, CTC. Decoder☆13Updated 4 years ago
- Handwriting Recognition System based on a deep Convolutional Recurrent Neural Network architecture☆447Updated last year
- Working codes for project☆23Updated last year
- To try CTC in Keras☆19Updated 6 years ago
- Line-level Handwritten Text Recognition (HTR) system implemented with TensorFlow.☆75Updated 2 years ago
- Using TensorFlow to create a ResNet model to train a deep learning model for images. Using OpenCV to do some image processing and show im…☆28Updated 3 years ago
- Train a Text Recognition CRNN model with Tensorflow2 & Keras & IAM Dataset. Convolutional Recurrent Neural Network. CTC.☆20Updated 4 years ago
- ☆14Updated 2 years ago
- This repository lets you train neural networks models for performing end-to-end full-page handwriting recognition using the Apache MXNet …☆507Updated 2 years ago
- Handwritten text recognition using transformers.☆157Updated 9 months ago
- Handwritten text recognition using CNN with EMNIST dataset☆8Updated 7 months ago
- Word Segmentation done for handwritten text recogntion☆24Updated 2 years ago
- Detect textlines in document images☆92Updated 10 months ago
- Lightweight CRNN for OCR (including handwritten text) with depthwise separable convolutions and spatial transformer module [keras+tf]☆148Updated 5 years ago