{"id":23150284,"url":"https://github.com/debjyotisaha/deep-learning-projects-phase-1","last_synced_at":"2026-04-13T04:47:12.868Z","repository":{"id":157269950,"uuid":"386860215","full_name":"DebjyotiSaha/Deep-Learning-Projects-Phase-1","owner":"DebjyotiSaha","description":"Deep Learning Projects which demonstrate the use of Python and its complex ML algorithms","archived":false,"fork":false,"pushed_at":"2024-11-20T06:43:10.000Z","size":911,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-15T22:06:35.755Z","etag":null,"topics":["deep-learning","machine-learning","neural-network","numpy","opencv","pandas","python","seaborn","streamlit"],"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/DebjyotiSaha.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-07-17T06:45:18.000Z","updated_at":"2024-11-20T06:53:47.000Z","dependencies_parsed_at":null,"dependency_job_id":"ac3714ec-a1d6-4f54-95bb-35d0b1338a1c","html_url":"https://github.com/DebjyotiSaha/Deep-Learning-Projects-Phase-1","commit_stats":null,"previous_names":["debjyotisaha/deep-learning-projects-phase-1"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/DebjyotiSaha/Deep-Learning-Projects-Phase-1","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DebjyotiSaha%2FDeep-Learning-Projects-Phase-1","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DebjyotiSaha%2FDeep-Learning-Projects-Phase-1/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DebjyotiSaha%2FDeep-Learning-Projects-Phase-1/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DebjyotiSaha%2FDeep-Learning-Projects-Phase-1/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DebjyotiSaha","download_url":"https://codeload.github.com/DebjyotiSaha/Deep-Learning-Projects-Phase-1/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DebjyotiSaha%2FDeep-Learning-Projects-Phase-1/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":267569149,"owners_count":24109016,"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","status":"online","status_checked_at":"2025-07-28T02:00:09.689Z","response_time":68,"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":["deep-learning","machine-learning","neural-network","numpy","opencv","pandas","python","seaborn","streamlit"],"created_at":"2024-12-17T18:16:59.124Z","updated_at":"2026-04-13T04:47:07.816Z","avatar_url":"https://github.com/DebjyotiSaha.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Deep Learning Projects - Phase 1\n\nThis repository contains deep learning projects built using Python and various deep learning libraries. These projects showcase applications in image detection and sound classification.\n\n## Projects Included:\n\n1. **Sound Classification**\n   - A model to classify sounds based on training data.\n   \n2. **Image Detection**\n   - Includes multiple components:\n     - `myWebApp`: Web application to interact with image detection models.\n     - `templates`: Templates for web app.\n     - `imgUpload`: A directory for uploading images.\n\n## Requirements:\n\nEnsure that you have the following libraries installed:\n- Numpy\n- Pandas\n- Streamlit\n- Cufflinks\n- Sklearn\n- Seaborn\n- Matplotlib\n- OpenCV (For image processing tasks)\n\n## Installation Instructions:\n\n1. Clone the repository:\n   ```\n   git clone https://github.com/DebjyotiSaha/Deep-Learning-Projects-Phase-1.git\n   ```\n\n2. Install required libraries:\n   ```\n   pip install -r requirements.txt\n   ```\n\n3. For image detection tasks, you may want to use **Google Colab** or any IDE that supports OpenCV.\n\n## Usage:\n\n- **Sound Classification**: Follow the instructions in the notebook to train and test the model on sound data.\n- **Image Detection**: Launch the web app (`myWebApp`) to upload and classify images.\n\n## License:\n\nThis project is licensed under the MIT License - see the LICENSE file for details.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdebjyotisaha%2Fdeep-learning-projects-phase-1","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdebjyotisaha%2Fdeep-learning-projects-phase-1","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdebjyotisaha%2Fdeep-learning-projects-phase-1/lists"}