{"id":13454774,"url":"https://github.com/jazzsaxmafia/Weakly_detector","last_synced_at":"2025-03-24T06:31:23.933Z","repository":{"id":83726475,"uuid":"55826596","full_name":"jazzsaxmafia/Weakly_detector","owner":"jazzsaxmafia","description":"Tensorflow implementation of \"Learning Deep Features for Discriminative Localization\"","archived":false,"fork":false,"pushed_at":"2017-07-29T16:58:03.000Z","size":2500,"stargazers_count":361,"open_issues_count":12,"forks_count":87,"subscribers_count":16,"default_branch":"master","last_synced_at":"2025-03-16T05:07:55.867Z","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/jazzsaxmafia.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}},"created_at":"2016-04-09T04:51:08.000Z","updated_at":"2024-01-04T16:04:06.000Z","dependencies_parsed_at":"2024-01-07T10:55:31.892Z","dependency_job_id":null,"html_url":"https://github.com/jazzsaxmafia/Weakly_detector","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/jazzsaxmafia%2FWeakly_detector","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jazzsaxmafia%2FWeakly_detector/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jazzsaxmafia%2FWeakly_detector/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jazzsaxmafia%2FWeakly_detector/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jazzsaxmafia","download_url":"https://codeload.github.com/jazzsaxmafia/Weakly_detector/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245222541,"owners_count":20580180,"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":"2024-07-31T08:00:57.834Z","updated_at":"2025-03-24T06:31:22.957Z","avatar_url":"https://github.com/jazzsaxmafia.png","language":"Jupyter Notebook","funding_links":[],"categories":["Models/Projects","模型项目"],"sub_categories":["微信群"],"readme":"# Weakly_detector\nTensorflow implementation of \"Learning Deep Features for Discriminative Localization\"\n\nB. Zhou, A. Khosla, A. Lapedriza, A. Oliva, and A. Torralba\nLearning Deep Features for Discriminative Localization.\nComputer Vision and Pattern Recognition (CVPR), 2016.\n[[PDF](http://arxiv.org/pdf/1512.04150.pdf)][[Project Page](http://cnnlocalization.csail.mit.edu/)]\n\n### Results of Caltech256 Dataset\n![alt tag](https://github.com/jazzsaxmafia/Weakly_detector/blob/master/results/demo.main.jpg)\n\n### Results of Action40 Dataset\n![alt tag](https://github.com/jazzsaxmafia/Weakly_detector/blob/master/results/demo.main2.jpg)\nObject localization using only image-level annotation, without bounding box annotation.\n\n* If you want to train the model using custom dataset, you need the pretrained VGG Network weights [[VGG](https://drive.google.com/file/d/0B5o40yxdA9PqOVI5dF9tN3NUc2c/view?usp=sharing)], which is used in [[code](https://github.com/jazzsaxmafia/Weakly_detector/blob/master/src/train.caltech.py#L10)].\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjazzsaxmafia%2FWeakly_detector","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjazzsaxmafia%2FWeakly_detector","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjazzsaxmafia%2FWeakly_detector/lists"}