{"id":21989391,"url":"https://github.com/ilieschibane/web-application-for-arabic-ocr-using-deep-learning","last_synced_at":"2025-04-30T11:33:31.987Z","repository":{"id":103642660,"uuid":"544067332","full_name":"IliesChibane/Web-Application-For-Arabic-OCR-Using-Deep-Learning","owner":"IliesChibane","description":"A Deep learning model for arabic optical character recognition","archived":false,"fork":false,"pushed_at":"2023-02-02T13:17:21.000Z","size":28886,"stargazers_count":3,"open_issues_count":0,"forks_count":3,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-30T15:47:08.466Z","etag":null,"topics":["arabic","character-segmentation","convolutional-neural-networks","deep-learning","flask","generative-adversarial-network","javascript","ocr","python","pytorch","reactjs","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/IliesChibane.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2022-10-01T14:58:50.000Z","updated_at":"2023-10-06T13:26:58.000Z","dependencies_parsed_at":"2023-07-20T02:31:29.395Z","dependency_job_id":null,"html_url":"https://github.com/IliesChibane/Web-Application-For-Arabic-OCR-Using-Deep-Learning","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IliesChibane%2FWeb-Application-For-Arabic-OCR-Using-Deep-Learning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IliesChibane%2FWeb-Application-For-Arabic-OCR-Using-Deep-Learning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IliesChibane%2FWeb-Application-For-Arabic-OCR-Using-Deep-Learning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IliesChibane%2FWeb-Application-For-Arabic-OCR-Using-Deep-Learning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/IliesChibane","download_url":"https://codeload.github.com/IliesChibane/Web-Application-For-Arabic-OCR-Using-Deep-Learning/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251691650,"owners_count":21628365,"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":["arabic","character-segmentation","convolutional-neural-networks","deep-learning","flask","generative-adversarial-network","javascript","ocr","python","pytorch","reactjs","tensorflow"],"created_at":"2024-11-29T19:29:18.566Z","updated_at":"2025-04-30T11:33:31.976Z","avatar_url":"https://github.com/IliesChibane.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# DL-Arabic-OCR\n\n    In this project we will create deep learning models and data augmentation techniques using different librairies like tensorflow and pytorch for arabic optical characther recognition.\n\n#### Requirements\n\n- Python 3.8\n\n- CUDA 11.7\n\n- anaconda-navigator \n\n#### Setup\n\n    Create an annaconda environement and use this command to install all the neccesary librairies\n\n```bash\npip install numpy pandas matplotlib seaborn scikit-learn opencv jupyter flask tensorflow torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu117\n```\n\nAfter this all you need to do is start coding using your code editor of your choice\n\n#### Download the model\n\nThe model being too heavy to be push on github it has to be download from this [google drive link](https://drive.google.com/file/d/19hVNPWHn3c2S2YDq1sYrogn-SpIJb_ud/view?usp=sharing)\nOnce done all you need to do is to put the model on the tf-file folder\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Filieschibane%2Fweb-application-for-arabic-ocr-using-deep-learning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Filieschibane%2Fweb-application-for-arabic-ocr-using-deep-learning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Filieschibane%2Fweb-application-for-arabic-ocr-using-deep-learning/lists"}