{"id":16780094,"url":"https://github.com/hk669/language-detection-model","last_synced_at":"2026-05-09T10:01:52.902Z","repository":{"id":179881296,"uuid":"664270408","full_name":"Hk669/Language-Detection-Model","owner":"Hk669","description":"This model detects which language is given by the user.","archived":false,"fork":false,"pushed_at":"2023-07-14T16:10:20.000Z","size":978,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-23T06:32:34.463Z","etag":null,"topics":["docker","fastapi","language-model","languagedetection","machine-learning"],"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/Hk669.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":"2023-07-09T13:02:08.000Z","updated_at":"2023-07-10T17:31:10.000Z","dependencies_parsed_at":null,"dependency_job_id":"91643c44-2af3-47ae-a39a-750554d2f8c2","html_url":"https://github.com/Hk669/Language-Detection-Model","commit_stats":null,"previous_names":["hk669/language-detection-model"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Hk669%2FLanguage-Detection-Model","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Hk669%2FLanguage-Detection-Model/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Hk669%2FLanguage-Detection-Model/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Hk669%2FLanguage-Detection-Model/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Hk669","download_url":"https://codeload.github.com/Hk669/Language-Detection-Model/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243926072,"owners_count":20369910,"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":["docker","fastapi","language-model","languagedetection","machine-learning"],"created_at":"2024-10-13T07:34:00.884Z","updated_at":"2026-05-09T10:01:52.789Z","avatar_url":"https://github.com/Hk669.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Language Detection Model\n\nThis repository contains code for a language detection model based on machine learning. The model is built using scikit-learn and deployed as a FastAPI web application using Docker.\n\n## Features\n\n- Predicts the language of a given text using a pre-trained language detection model.\n- Supports multiple languages including Arabic, Danish, Dutch, English, French, German, Greek, Hindi, Italian, Kannada, Malayalam, Portuguese, Russian, Spanish, Swedish, Tamil, and Turkish.\n- Provides a user-friendly API interface for making predictions.\n\n## Setup and Installation\n\nTo run the language detection model locally, follow these steps:\n\n1. Clone this repository: `git clone https://github.com/Hk669/language-detection-model.git`\n2. Install Docker on your machine: https://docs.docker.com/get-docker/\n3. Build the Docker image: `docker build -t language-detection-app .`\n4. Run the Docker container: `docker run -p 80:80 language-detection-app`\n5. Access the API at `http://localhost:80` or `http://127.0.0.1:80`\n\n## API Usage\n\nMake a POST request to the `/predict` endpoint with the following JSON payload:\n\n## Contributing\nContributions are welcome! If you find any issues or have suggestions for improvement, please open an issue or submit a pull request.\n\n## License\nThis project is licensed under the MIT License.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhk669%2Flanguage-detection-model","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhk669%2Flanguage-detection-model","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhk669%2Flanguage-detection-model/lists"}