Armenian Script Recognition Projects

These projects all apply deep learning and computer vision techniques to recognize and classify Armenian handwritten characters or text, with most using the Mashtots dataset.

27 projects
armenian-ocr
portmind/armenian-ocr

An Armenian OCR pipeline combining CRAFT for text detection and a deep learning model for text recognition, specifica...

Python Stars: 16
hye-tesseract
calfa-co/hye-tesseract

An open-source OCR model trained for Armenian text recognition, supporting Classical, Western, and Eastern Armenian. ...

Stars: 9
greekOCR
kkkamur07/greekOCR

Nomikos is a comprehensive open-source platform for transcribing historical manuscripts, specifically designed for sc...

Python Stars: 9
Armenian_characters_classification
SammSM/Armenian_characters_classification

A deep learning project implementing convolutional neural networks (CNNs) to classify handwritten Armenian alphabet c...

Jupyter Notebook Stars: 3
armenian_handwriting_text_recognition
albert-asatrian/armenian_handwriting_text_recognition

This repository implements an Armenian handwriting text recognition system using computer vision and machine learning...

Jupyter Notebook Stars: 2
Armenian_Handwright_Reader
Davitestro/Armenian_Handwright_Reader

A Jupyter Notebook implementing a ResNet-based deep learning model for Armenian handwritten character recognition, tr...

Jupyter Notebook Stars: 1
CNN-alphabet
v4han/CNN-alphabet

A Convolutional Neural Network (CNN) model for recognizing characters of the Armenian alphabet, achieving ~95% accura...

Jupyter Notebook Stars: 1
Mashtots_Dataset
AvMariam/Mashtots_Dataset

A Jupyter Notebook project implementing a Convolutional Neural Network (CNN) to classify Armenian handwritten letters...

Jupyter Notebook Stars: 1
hye-paddle
calfa-co/hye-paddle

An open-source OCR model for Armenian text recognition, trained on Classical, Western, and Eastern Armenian scripts u...

Stars: 1
Armenian-Handwritten-Signs-Detection-and-Recognition
MargaritaPetrosyan/Armenian-Handwritten-Signs-Detection-and-Recognition

This project implements a deep learning system for detecting and recognizing handwritten Armenian characters using a ...

Python Stars: 0
Preserving-the-past-with-AI
Aren-AiKing/Preserving-the-past-with-AI

An AI-powered system for analyzing scanned Armenian newspapers using computer vision (YOLO for section detection, Ope...

Python Stars: 0
Armenian-alphabet
BenBaghdasaryan/Armenian-alphabet

A machine learning project for recognizing handwritten Armenian alphabet characters using the Mashtots Dataset v2. It...

Jupyter Notebook Stars: 0
ArSen_AI
Alen-Gevorgyan/ArSen_AI

A real-time Armenian Sign Language translator using MediaPipe for hand landmark extraction and an LSTM neural network...

Python Stars: 0
ArSen_AI
AlenGevorgyan/ArSen_AI

A real-time Armenian sign language translation tool using MediaPipe for hand landmark extraction and an LSTM neural n...

Python Stars: 0
car-plate-detection
manekhanazaryans/car-plate-detection

A real-time Armenian license plate detection system using YOLOv5 for object detection, packaged with a Streamlit web ...

Python Stars: 0
Armenian-Letters-Recognition
AlinaMuradyan/Armenian-Letters-Recognition

A CNN-based project for recognizing Armenian alphabet letters from grayscale images using the Mashtots Dataset v2. Th...

Jupyter Notebook Stars: 0
Armenian-Letters-Classification
erantonyan24/Armenian-Letters-Classification

A machine learning project for classifying handwritten Armenian letters using the Mashtots Dataset v2 from Kaggle. It...

Jupyter Notebook Stars: 0
armenian_letter_recognition_model
Evrikia/armenian_letter_recognition_model

A machine learning model for classifying Armenian letters (both uppercase and lowercase) using a Convolutional Neural...

Stars: 0
Mashtots-OCR
GevorgGevorgyan1/Mashtots-OCR

An OCR project for Armenian handwritten text using the Mashtots dataset, implemented in TensorFlow/Keras and trained ...

Jupyter Notebook Stars: 0
Armenian_letter_pred_CNN
aghabekyanmilena/Armenian_letter_pred_CNN

A Jupyter Notebook project implementing a CNN for Armenian handwritten letter recognition using PyTorch. It classifie...

Jupyter Notebook Stars: 0
Armenian_animals
Qristt/Armenian_animals

A computer vision project using YOLOv8 to classify images of five endangered Armenian animals from the Red Book of Ar...

Jupyter Notebook Stars: 0
hynet
v4nn4/hynet

A project that trains a LeNet-5 convolutional neural network on Armenian script characters. It includes data preparat...

Jupyter Notebook Stars: 0
armenian-htr-frontend
AraksyaG/armenian-htr-frontend

A React/TypeScript frontend application for Armenian handwritten word recognition. It allows users to upload images o...

TypeScript Stars: 0
Armenian_ALPR_Integrated
Eduard763/Armenian_ALPR_Integrated

A neuro-symbolic ALPR system for Armenian license plates combining YOLOv11 object detection with an OWL ontology for ...

Python Stars: 0
Mashtots-Dataset
TyomPapiyan/Mashtots-Dataset

A complete Jupyter Notebook project for handwritten Armenian character recognition using a CNN built from scratch in ...

Jupyter Notebook Stars: 0
tetrak-easyocr-armenian
scattercode/tetrak-easyocr-armenian

A Python package that provides Armenian language support for EasyOCR by shipping a custom-trained OCR model (tetrak_h...

Python Stars: 0
tetrak-hy-trainer
scattercode/tetrak-hy-trainer

A training pipeline for creating an Armenian OCR text recognition model compatible with EasyOCR. It includes modules ...

Python Stars: 0