{"id":27771389,"url":"https://github.com/namanchandok/asl-translator","last_synced_at":"2026-04-30T10:02:56.929Z","repository":{"id":290387360,"uuid":"974277155","full_name":"NamanChandok/asl-translator","owner":"NamanChandok","description":"Sign Language Translator using CNN","archived":false,"fork":false,"pushed_at":"2025-06-06T07:40:51.000Z","size":50170,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-06T08:32:23.307Z","etag":null,"topics":["asl","cnn","python","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Python","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/NamanChandok.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,"zenodo":null}},"created_at":"2025-04-28T14:22:57.000Z","updated_at":"2025-06-06T07:40:54.000Z","dependencies_parsed_at":"2025-06-06T08:35:57.114Z","dependency_job_id":null,"html_url":"https://github.com/NamanChandok/asl-translator","commit_stats":null,"previous_names":["namanchandok/asl-translator"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/NamanChandok/asl-translator","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NamanChandok%2Fasl-translator","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NamanChandok%2Fasl-translator/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NamanChandok%2Fasl-translator/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NamanChandok%2Fasl-translator/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/NamanChandok","download_url":"https://codeload.github.com/NamanChandok/asl-translator/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NamanChandok%2Fasl-translator/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32460781,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-29T22:27:22.272Z","status":"online","status_checked_at":"2026-04-30T02:00:05.929Z","response_time":57,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["asl","cnn","python","tensorflow"],"created_at":"2025-04-29T22:37:19.164Z","updated_at":"2026-04-30T10:02:56.924Z","avatar_url":"https://github.com/NamanChandok.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cimg alt=\"ASL Translator\" style=\"width:100%\" src=\"https://github.com/user-attachments/assets/434012f5-8a26-4bc9-b8d6-37bdf70074f0\" /\u003e\n\n## Introduction\nA real-time American Sign Language (ASL) translator leveraging Convolutional Neural Networks (CNNs) to interpret hand gestures captured via webcam and convert them into corresponding English text.​\n\nThis project aims to bridge communication gaps for the deaf and hard-of-hearing community by translating ASL gestures into readable text. Utilizing computer vision and deep learning techniques, the system processes live video input to recognize ASL alphabets.​\n\n## Project Structure\n- `asl_dataset/`: Directory containing ASL images used for training and validation.\n- `asl_cnn_model.keras`: Pre-trained Keras model for ASL alphabet recognition.\n- `cam.py`: Script to capture real-time video input from the webcam.\n- `main.py`: Main application script that integrates video capture and model prediction.\n- `requirements.txt`: List of Python dependencies required to run the project\n\n## Getting Started\n\n### Prerequisites\n- Python 3.7 or higher\n- Webcam for capturing hand gestures​\n\nClone the Repository:\n```bash\ngit clone https://github.com/NamanChandok/asl-translator.git \u0026\u0026 cd asl-translator\n```\n\nInstall Dependencies:\n```bash\npip install -r requirements.txt\n```\n\nRun the Python File\n```bash\npython3 Cam.py\n```\n\n## License\n\nThis project is licensed under the MIT License.\n\n## 🤝 Contributing\n\nContributions are welcome! If you'd like to contribute to the project, please fork the repository and submit a pull request.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnamanchandok%2Fasl-translator","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnamanchandok%2Fasl-translator","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnamanchandok%2Fasl-translator/lists"}