{"id":28716198,"url":"https://github.com/amirabbasasadi/persianocr","last_synced_at":"2025-06-15T02:39:39.662Z","repository":{"id":48695683,"uuid":"282472544","full_name":"amirabbasasadi/PersianOCR","owner":"amirabbasasadi","description":"Simple word-level OCR program for the Persian language based on Recurrent Neural Networks using Pytorch and OpenCV","archived":false,"fork":false,"pushed_at":"2020-07-26T17:08:22.000Z","size":740,"stargazers_count":15,"open_issues_count":0,"forks_count":5,"subscribers_count":2,"default_branch":"master","last_synced_at":"2023-03-08T10:03:28.089Z","etag":null,"topics":["image-processing","machine-learning","ocr","ocr-recognition","opencv","python","pytorch"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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":"2020-07-25T15:35:14.000Z","updated_at":"2022-08-31T17:24:56.000Z","dependencies_parsed_at":"2022-09-16T19:23:12.324Z","dependency_job_id":null,"html_url":"https://github.com/amirabbasasadi/PersianOCR","commit_stats":null,"previous_names":[],"tags_count":null,"template":null,"template_full_name":null,"purl":"pkg:github/amirabbasasadi/PersianOCR","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/amirabbasasadi%2FPersianOCR","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/amirabbasasadi%2FPersianOCR/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/amirabbasasadi%2FPersianOCR/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/amirabbasasadi%2FPersianOCR/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/amirabbasasadi","download_url":"https://codeload.github.com/amirabbasasadi/PersianOCR/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/amirabbasasadi%2FPersianOCR/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":["image-processing","machine-learning","ocr","ocr-recognition","opencv","python","pytorch"],"created_at":"2025-06-15T02:39:39.120Z","updated_at":"2025-06-15T02:39:39.641Z","avatar_url":"https://github.com/amirabbasasadi.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Simple Persian Word-Level OCR using RNN in Pytorch and OpenCV\nThis notebook uses [Shotor dataset](https://github.com/amirabbasasadi/Shotor), a synthetic dataset for word-level OCR.   \n![OCR Result](https://raw.githubusercontent.com/amirabbasasadi/PersianOCR/master/OCR_result.png)\n\n## References\nThis paper helped me a lot, however my architecture is not same\n- https://arxiv.org/abs/1805.09441\n- [Pytorch Tutorial on RNNs](https://pytorch.org/tutorials/intermediate/char_rnn_classification_tutorial.html)  \nFor word segmentation using dilation see this:\n- https://stackoverflow.com/a/10970473/4334320\n\nThe text of the image which I used to show the final result is a translation of this book:\n- The Theory That Would Not Die, Sharon McGrayne\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Famirabbasasadi%2Fpersianocr","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Famirabbasasadi%2Fpersianocr","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Famirabbasasadi%2Fpersianocr/lists"}