{"id":28716193,"url":"https://github.com/amirabbasasadi/shotor","last_synced_at":"2026-02-26T15:37:28.389Z","repository":{"id":39341840,"uuid":"282456228","full_name":"amirabbasasadi/Shotor","owner":"amirabbasasadi","description":"Free Persian Word Level OCR Dataset","archived":false,"fork":false,"pushed_at":"2020-08-01T18:44:13.000Z","size":57521,"stargazers_count":15,"open_issues_count":0,"forks_count":4,"subscribers_count":2,"default_branch":"master","last_synced_at":"2023-03-08T10:03:28.360Z","etag":null,"topics":["dataset","image-processing","machine-learning","nlp","ocr"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/amirabbasasadi.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2020-07-25T14:07:13.000Z","updated_at":"2022-08-31T17:20:06.000Z","dependencies_parsed_at":"2022-09-08T23:22:17.994Z","dependency_job_id":null,"html_url":"https://github.com/amirabbasasadi/Shotor","commit_stats":null,"previous_names":[],"tags_count":null,"template":null,"template_full_name":null,"purl":"pkg:github/amirabbasasadi/Shotor","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/amirabbasasadi%2FShotor","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/amirabbasasadi%2FShotor/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/amirabbasasadi%2FShotor/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/amirabbasasadi%2FShotor/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/amirabbasasadi","download_url":"https://codeload.github.com/amirabbasasadi/Shotor/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/amirabbasasadi%2FShotor/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":259914054,"owners_count":22931297,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["dataset","image-processing","machine-learning","nlp","ocr"],"created_at":"2025-06-15T02:39:37.232Z","updated_at":"2026-02-26T15:37:23.349Z","avatar_url":"https://github.com/amirabbasasadi.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Shotor\n## Word Level OCR Dataset for Persian Language\nShotor (means camel in Persian) is a free synthetic dataset for Word Level OCR.\n\n![Sample Images](https://raw.githubusercontent.com/amirabbasasadi/Shotor/master/demo.png)  \n\nThe current version contains 120000 grayscale 50*100 images and corresponding words. The words contain only alphabet.  \n**Note: To train a robust model, apply augmentations like scaling, translation, additive noise and ...  on the images.**  \nTo see an example of using the Shotor dataset see this notebook:  \n[A simple word level OCR for Persian Language using Pytorch and OpenCV](https://github.com/amirabbasasadi/PersianOCR)  \n\n\nI used these resourses to create word lists:  \n- Persian Wikipedia\n- [Ganjoor Website](https://ganjoor.net/)\n- [Persian Spell Checking Data](https://github.com/reza1615/Persian-Spell-checker) by [reza1615](https://github.com/reza1615)\n\nThe images have been generated using multiple fonts:\n- a few fonts from https://rastikerdar.github.io/\n- and some fonts from https://www.fontirani.ir/  \n\nCreated by: Amirabbas Asadi (amir137825@gmail.com)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Famirabbasasadi%2Fshotor","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Famirabbasasadi%2Fshotor","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Famirabbasasadi%2Fshotor/lists"}