{"id":23084742,"url":"https://github.com/siddhant4srivastava/deep-learning-project","last_synced_at":"2026-05-08T13:36:14.055Z","repository":{"id":263387318,"uuid":"890234271","full_name":"siddhant4srivastava/Deep-Learning-Project","owner":"siddhant4srivastava","description":"Contains a collection of deep learning projects I completed as part of my coursework with Edvancer Eduventures.","archived":false,"fork":false,"pushed_at":"2025-02-13T10:09:08.000Z","size":4683,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-03T15:13:05.312Z","etag":null,"topics":["deep-learning","keras","natural-language-processing","neural-network","tensorflow","transfer-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":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/siddhant4srivastava.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":"2024-11-18T08:18:12.000Z","updated_at":"2025-02-19T02:47:42.000Z","dependencies_parsed_at":null,"dependency_job_id":"43a6a655-2107-4b76-a5b2-aa710d2936fa","html_url":"https://github.com/siddhant4srivastava/Deep-Learning-Project","commit_stats":{"total_commits":16,"total_committers":1,"mean_commits":16.0,"dds":0.0,"last_synced_commit":"9102b283697c91f2db46211a0f48973f420385a8"},"previous_names":["siddhant4srivastava/deep-learning-project"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/siddhant4srivastava%2FDeep-Learning-Project","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/siddhant4srivastava%2FDeep-Learning-Project/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/siddhant4srivastava%2FDeep-Learning-Project/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/siddhant4srivastava%2FDeep-Learning-Project/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/siddhant4srivastava","download_url":"https://codeload.github.com/siddhant4srivastava/Deep-Learning-Project/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247024151,"owners_count":20870940,"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":["deep-learning","keras","natural-language-processing","neural-network","tensorflow","transfer-learning"],"created_at":"2024-12-16T16:43:32.587Z","updated_at":"2026-05-08T13:36:13.633Z","avatar_url":"https://github.com/siddhant4srivastava.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Projects Included\n\n1. **Multiclass Multilabel Prediction for Stack Overflow Questions**  \n   - **Description:** Given the text of Stack Overflow questions, predict the associated tags. This project explores natural language processing techniques for multiclass and multilabel classification.\n\n2. **Music Genre Identification**  \n   - **Description:** Given audio files of various songs, identify the genre to which each song belongs. This project involves audio processing and classification.\n\n3. **Spam Filter for Quora Questions**  \n   - **Description:** Build a model to identify if a question posted on Quora is spam. This project combines text processing and classification to detect spam content.\n\n4. **Distracted Driver Multi-Action Classification**  \n   - **Description:** Classify images into 10 categories based on driver actions to promote safe driving behavior. Classes include:\n     - `c0`: Safe driving\n     - `c1`: Texting - right\n     - `c2`: Talking on the phone - right\n     - `c3`: Texting - left\n     - `c4`: Talking on the phone - left\n     - `c5`: Operating the radio\n     - `c6`: Drinking\n     - `c7`: Reaching behind\n     - `c8`: Hair and makeup\n     - `c9`: Talking to passenger\n\n5. **Image Captioning**  \n   - **Description:** Generate descriptive captions for images using a combination of computer vision and natural language processing techniques.\n\n## Technologies Used\n\n- **Frameworks and Libraries:** TensorFlow, Keras\n- **Languages:** Python\n- **Tools:** Jupyter Notebook, Google Colab\n\n## Acknowledgments\n\nI am grateful to **Edvancer Eduventures** for providing guidance and resources throughout these projects, which helped deepen my understanding of deep learning concepts.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsiddhant4srivastava%2Fdeep-learning-project","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsiddhant4srivastava%2Fdeep-learning-project","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsiddhant4srivastava%2Fdeep-learning-project/lists"}