{"id":24131803,"url":"https://github.com/alvalens/transai","last_synced_at":"2026-04-18T06:33:40.947Z","repository":{"id":241259876,"uuid":"798533748","full_name":"Alvalens/transAI","owner":"Alvalens","description":"this is simple translation website using tensorflow transformer model","archived":false,"fork":false,"pushed_at":"2024-05-23T06:15:53.000Z","size":3184,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-05-23T07:25:39.222Z","etag":null,"topics":["flask","notebook","python","tensorflow","transformer","translation","website"],"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/Alvalens.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":"2024-05-10T01:10:21.000Z","updated_at":"2024-05-23T06:41:06.000Z","dependencies_parsed_at":null,"dependency_job_id":"ff95cfe8-4819-4488-aafa-7999ff81f6b0","html_url":"https://github.com/Alvalens/transAI","commit_stats":null,"previous_names":["alvalens/transai"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alvalens%2FtransAI","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alvalens%2FtransAI/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alvalens%2FtransAI/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alvalens%2FtransAI/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Alvalens","download_url":"https://codeload.github.com/Alvalens/transAI/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241333080,"owners_count":19945732,"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":["flask","notebook","python","tensorflow","transformer","translation","website"],"created_at":"2025-01-11T21:31:20.053Z","updated_at":"2026-04-18T06:33:40.875Z","avatar_url":"https://github.com/Alvalens.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n# TransAI\n\n![visitor badge](https://visitor-badge.laobi.icu/badge?page_id=transAI)\n\nWelcome to TransAI, a simple yet powerful translation website that leverages Python, Flask, and TensorFlow to translate text from Indonesian to English using a Transformer algorithm. The model is provided as a Jupyter Notebook which you can experiment and train the model yourself.\n\n\n![Python](https://img.shields.io/badge/python-3670A0?style=for-the-badge\u0026logo=python\u0026logoColor=ffdd54) ![Flask](https://img.shields.io/badge/flask-%23000.svg?style=for-the-badge\u0026logo=flask\u0026logoColor=white) ![TensorFlow](https://img.shields.io/badge/TensorFlow-%23FF6F00.svg?style=for-the-badge\u0026logo=TensorFlow\u0026logoColor=white) ![Bootstrap](https://img.shields.io/badge/bootstrap-%238511FA.svg?style=for-the-badge\u0026logo=bootstrap\u0026logoColor=white)\n\n## Features\n\n* **Real-time Translation** : Instantly translate text from Indonesian to English.\n* **Transformer Algorithm** : Utilizes a state-of-the-art Transformer model for high-quality translations.\n* **Web Interface** : User-friendly web interface built with Flask.\n* **Jupyter Notebook** : Model training and evaluation provided in a Jupyter Notebook for transparency and customization.\n\n## Installation\n\nEnsure you have Python version 3.10 and pip installed (windows). If not, you can install Python from [python.org](https://www.python.org/). \n\n1. Clone the Repository\n\n   ```powershell\n   git clone \"https://github.com/Alvalens/transAI.git\"\n   ```\n2. Navigate to project directory\n\n   ```powershell\n   cd TransAI\n   ```\n3. Create python virtual envirotment and activate it (optional)\n\n   ```powershell\n   python -m venv venv\n   .venv\\Scripts\\activate\n   ```\n4. Install Dependency, also ensure you run notebook first cell  at `notebook/transformer_id-en.ipynb`\n\n   ```\n   pip install -r requirements.txt\n\n   ```\n5. Start the Flask development server, also before running the server train the model first\n\n   ```powershell\n   py app.py\n   ```\n\n## Contributing\n\nContributions are welcome! If you find any issues or have suggestions, feel free to open an issue or submit a pull request. \n\n## License\n\nThis project is licensed under the MIT License. See the [LICENSE](LICENSE) file for details.\n\n## Special Thanks\n\n**@Alvalens @Burhanudin26 @Adin.dXa**\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falvalens%2Ftransai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Falvalens%2Ftransai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falvalens%2Ftransai/lists"}