{"id":20725833,"url":"https://github.com/pm25/deep-learning-projects","last_synced_at":"2025-12-24T07:33:02.125Z","repository":{"id":96708864,"uuid":"598460175","full_name":"PM25/Deep-Learning-Projects","owner":"PM25","description":"⚓ Examples of deep learning projects using Pytorch.","archived":false,"fork":false,"pushed_at":"2023-03-15T06:14:37.000Z","size":30,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-11T08:50:52.721Z","etag":null,"topics":["deep-learning","example-project","machine-learning","pytorch","tutorial"],"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/PM25.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":"2023-02-07T06:37:03.000Z","updated_at":"2023-03-15T08:40:04.000Z","dependencies_parsed_at":null,"dependency_job_id":"0eb471cb-c2ad-4c2f-982c-aae346d14310","html_url":"https://github.com/PM25/Deep-Learning-Projects","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/PM25/Deep-Learning-Projects","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PM25%2FDeep-Learning-Projects","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PM25%2FDeep-Learning-Projects/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PM25%2FDeep-Learning-Projects/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PM25%2FDeep-Learning-Projects/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/PM25","download_url":"https://codeload.github.com/PM25/Deep-Learning-Projects/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PM25%2FDeep-Learning-Projects/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":27997397,"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":"2025-12-24T02:00:07.193Z","response_time":83,"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","example-project","machine-learning","pytorch","tutorial"],"created_at":"2024-11-17T04:21:05.867Z","updated_at":"2025-12-24T07:33:02.105Z","avatar_url":"https://github.com/PM25.png","language":"Python","readme":"# Deep Learning Projects\n\nThis repository contains a collection of deep learning projects that showcase the capabilities of deep learning and provide inspiration for your own projects.\n\n\u003e **Warning**\n\u003e This project is currently in development, and many examples are not yet available.\n\n## Table of Content\n\n- [Vision](#vision)\n- [Text](#text)\n- [Audio](#audio)\n- [Semi-Supervised Learning](#semi-supervised-learning)\n- [Unsupervised Learning](#unsupervised-learning)\n- [Reinforcement Learning](#reinforcement-learning)\n- [Active Learning](#active-learning)\n- [Multi-Task Learning](#multi-task-learning)\n- [Few-Shot Learning](#few-shot-learning)\n\n## Vision\n\n### Image\n\n- [Image Classification](./vision/image%20classification) - Classifying images into different categories.\n- Multi-Label Image Classification\n- Image Object Detection - Locating and identifying objects within an image.\n- Image Super Resolution - Enhancing the quality of an image.\n- Image Generation - Generating images.\n\n### Video\n\n- Video Classification - Classifying videos into different categories.\n- Multi-Label Video Classification\n\n## Text\n\n- [Text Classification](./text/text%20classification) - Sorting text (e.g. sentence, paragraph) into different categories.\n- Multi-Label Text Classification\n- [Token Classification](./text/token%20classification) - Labeling individual words or parts of words within text.\n- Question Answering - Answering questions based on a given text.\n- Summarization - Summarizing text into a shorter version.\n- Translation - Translating text from one language to another.\n- Text Generation - Generating text.\n\n## Audio\n\n- Audio Classification - Classifying audio into different categories.\n- Multi-Label Audio Classification\n- Speech Recognition - 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