{"id":15651009,"url":"https://github.com/halcy/deepdanbooruactivationmaps","last_synced_at":"2025-07-09T15:37:54.656Z","repository":{"id":66710765,"uuid":"202614360","full_name":"halcy/DeepDanbooruActivationMaps","owner":"halcy","description":"Scripts to calculate interest regions for tags for the DeepDanbooru tagger model","archived":false,"fork":false,"pushed_at":"2020-08-20T14:04:23.000Z","size":10861,"stargazers_count":34,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-03-30T18:43:56.639Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/halcy.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":"2019-08-15T21:34:13.000Z","updated_at":"2023-11-07T12:52:12.000Z","dependencies_parsed_at":null,"dependency_job_id":"7b6c6feb-d3e5-4f8f-8421-c50a2c722fd7","html_url":"https://github.com/halcy/DeepDanbooruActivationMaps","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/halcy%2FDeepDanbooruActivationMaps","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/halcy%2FDeepDanbooruActivationMaps/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/halcy%2FDeepDanbooruActivationMaps/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/halcy%2FDeepDanbooruActivationMaps/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/halcy","download_url":"https://codeload.github.com/halcy/DeepDanbooruActivationMaps/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251758438,"owners_count":21639033,"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":[],"created_at":"2024-10-03T12:36:36.532Z","updated_at":"2025-04-30T18:22:25.442Z","avatar_url":"https://github.com/halcy.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# This repository has been superseded by https://github.com/halcy/AnimeFaceNotebooks - probably have a look at that instead.\n\n# DeepDanbooru Activation Maps\n\nThis repository contains scripts that can be used to calculate regions of interest for recognized tags on a given image, using the DeepDanbooru tag estimation model (keras conversion, [weights can be downloaded here](https://t.co/OMRYdpUrw0?amp=1), distributed with permission of the models creator).\n\nSome example outputs:\n\n![example output: open mouth](https://raw.githubusercontent.com/halcy/DeepDanbooruActivationMaps/master/example_open_mouth.png)\n![example output: cleavage](https://raw.githubusercontent.com/halcy/DeepDanbooruActivationMaps/master/example_cleavage.png)\n![example output: barefoot](https://raw.githubusercontent.com/halcy/DeepDanbooruActivationMaps/master/example_barefoot.png)\n\nOne somewhat accidental use of this is automatic censoring of images by blurring out regions that correspond to explicit / questionable tags. Code that does this can be found [in this notebook](https://github.com/halcy/DeepDanbooruActivationMaps/blob/master/DeepDanbooru-ActivationMaps-Censorship.ipynb) (warning: includes output, which is to say, a censored explicit image).\n\nThe codes speed has been improved somewhat, but suggestions for how to speed it up more very welcome.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhalcy%2Fdeepdanbooruactivationmaps","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhalcy%2Fdeepdanbooruactivationmaps","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhalcy%2Fdeepdanbooruactivationmaps/lists"}