{"id":13736950,"url":"https://github.com/nateraw/huggingpics","last_synced_at":"2025-04-05T12:08:10.391Z","repository":{"id":43508946,"uuid":"381502264","full_name":"nateraw/huggingpics","owner":"nateraw","description":"🤗🖼️ HuggingPics: Fine-tune Vision Transformers for anything using images found on the web.","archived":false,"fork":false,"pushed_at":"2024-05-07T23:39:54.000Z","size":995,"stargazers_count":292,"open_issues_count":3,"forks_count":28,"subscribers_count":4,"default_branch":"main","last_synced_at":"2025-03-29T11:09:19.008Z","etag":null,"topics":["huggingface","machine-learning","pytorch","vision-transformers"],"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/nateraw.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":"2021-06-29T21:34:02.000Z","updated_at":"2025-03-10T11:42:48.000Z","dependencies_parsed_at":"2024-06-19T03:03:12.103Z","dependency_job_id":null,"html_url":"https://github.com/nateraw/huggingpics","commit_stats":{"total_commits":33,"total_committers":2,"mean_commits":16.5,"dds":0.09090909090909094,"last_synced_commit":"fa3045023c8d6e0cefd91fb369497cdcf92e8cfd"},"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nateraw%2Fhuggingpics","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nateraw%2Fhuggingpics/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nateraw%2Fhuggingpics/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nateraw%2Fhuggingpics/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/nateraw","download_url":"https://codeload.github.com/nateraw/huggingpics/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247332612,"owners_count":20921853,"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":["huggingface","machine-learning","pytorch","vision-transformers"],"created_at":"2024-08-03T03:01:32.313Z","updated_at":"2025-04-05T12:08:10.360Z","avatar_url":"https://github.com/nateraw.png","language":"Jupyter Notebook","funding_links":[],"categories":["Jupyter Notebook"],"sub_categories":[],"readme":"# 🤗🖼️HuggingPics\n\nFine-tune Vision Transformers for **anything** using images found on the web.\n\nCheck out the video below for a walkthrough of this project! ⤵️\n\n[![IMAGE ALT TEXT](http://img.youtube.com/vi/f9ZjgWBAxEQ/0.jpg)](http://www.youtube.com/watch?v=f9ZjgWBAxEQ \"Video Title\")\n\n## Usage\n\nClick on the link below to try it out:\n\n\u003ca href=\"https://colab.research.google.com/github/nateraw/huggingpics/blob/main/HuggingPics.ipynb\" target=\"_parent\\\"\u003e\u003cimg src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/\u003e\u003c/a\u003e\n\n## How does it work?\n\n### 1. You define your search terms\n\n![pick search terms](images/pick_search_terms.png)\n\n### 2. We download ~150 images for each and use them to fine-tune a ViT\n\n![image search results](images/image_search_results.png)\n\n### 3. You push your model to HuggingFace's Hub to share your results with the world\n\n![push to hub](images/push_to_hub.png)\n\n\n### Your auto-generated model repo will look something like [this](https://huggingface.co/nateraw/rare-puppers). Pretty cool, eh? 😎\n\n![push to hub](images/rare_puppers_repo.png)\n\n\n## Examples\n\n💡 If you need some inspiration, take a look at the examples below:\n\n\n|            | [nateraw/rare-puppers](https://huggingface.co/nateraw/rare-puppers) | [nateraw/pasta-pizza-ravioli](https://huggingface.co/nateraw/pasta-pizza-ravioli) | [nateraw/baseball-stadium-foods](https://huggingface.co/nateraw/baseball-stadium-foods) | [nateraw/denver-nyc-paris](https://huggingface.co/nateraw/denver-nyc-paris) |\n| ---------- | ------------------------------------------------------------------- | --------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------- | --------------------------------------------------------------------------- |\n| **term_1** | samoyed                                                             | pizza                                                                             | cotton candy                                                                            | denver                                                                      |\n| **term_2** | shiba inu                                                           | pasta                                                                             | hamburger                                                                               | new york city                                                               |\n| **term_3** | corgi                                                               | ravioli                                                                           | hot dog                                                                                 | paris                                                                       |\n| **term_4** |                                                                     |                                                                                   | nachos                                                                                  |                                                                             |\n| **term_5** |                                                                     |                                                                                   | popcorn                                                                                 |                                                                             |\n\nYou can see a full list of model repos created using this tool by [clicking here](https://huggingface.co/models?filter=huggingpics)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnateraw%2Fhuggingpics","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnateraw%2Fhuggingpics","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnateraw%2Fhuggingpics/lists"}