{"id":15687210,"url":"https://github.com/ducha-aiki/wxbs-descriptors-benchmark","last_synced_at":"2025-05-07T19:24:03.342Z","repository":{"id":71374446,"uuid":"87548673","full_name":"ducha-aiki/wxbs-descriptors-benchmark","owner":"ducha-aiki","description":"W1BS local patch descriptors benchmark","archived":false,"fork":false,"pushed_at":"2018-10-27T15:23:58.000Z","size":25,"stargazers_count":9,"open_issues_count":0,"forks_count":4,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-03-11T10:38:06.771Z","etag":null,"topics":["benchmark","descriptors","descriptors-benchmark","image-matching","local-features","sift","wxbs"],"latest_commit_sha":null,"homepage":"http://cmp.felk.cvut.cz/wbs/","language":"Python","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/ducha-aiki.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":"2017-04-07T13:31:15.000Z","updated_at":"2024-01-16T05:50:30.000Z","dependencies_parsed_at":null,"dependency_job_id":"6f757eb7-715b-4346-95f5-eab46ad47eaa","html_url":"https://github.com/ducha-aiki/wxbs-descriptors-benchmark","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/ducha-aiki%2Fwxbs-descriptors-benchmark","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ducha-aiki%2Fwxbs-descriptors-benchmark/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ducha-aiki%2Fwxbs-descriptors-benchmark/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ducha-aiki%2Fwxbs-descriptors-benchmark/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ducha-aiki","download_url":"https://codeload.github.com/ducha-aiki/wxbs-descriptors-benchmark/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252942110,"owners_count":21829002,"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":["benchmark","descriptors","descriptors-benchmark","image-matching","local-features","sift","wxbs"],"created_at":"2024-10-03T17:45:16.779Z","updated_at":"2025-05-07T19:24:03.316Z","avatar_url":"https://github.com/ducha-aiki.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"This is W1BS descriptors benchmark from paper [WxBS: Wide Baseline Stereo Generalizations](https://arxiv.org/abs/1504.06603) .\n\nDataset format:\n\n    data/W1BS/ - directories with subsets. G - geometry, A - appearance, S - sensor, map2photo - map vs. photo\n    Each directory contains: 1: regerence image dir, 2 - \"noised\" image dir, h - homography 1to2 dir\n    each image dir contains several images, e.g. dir (data/W1BS/G/1) = \n    [arch.keys  obama.keys  vprice0.keys  vprice1.keys  vprice2.keys  yosemite.keys\n    arch.png   obama.png   vprice0.png   vprice1.png   vprice2.png   yosemite.png]\n    *.png = image, *.keys = text file with affine keypoints in format: \n        npoints\n        x y 5.192*s a11 a12 a21 a22\n    *.bmp - hpatches-style column image with pre-extracted patches\n    \n\nHow to get example results (for now, SIFT, BRIEF and ResizeTo11x11 descriptors are available ): \n\n    cd data\n    ./download_W1BS_dataset.sh\n    cd ../code\n    ./do_everything.sh\n\nTo add your descriptor to benchmark, please add corresponding script to code/descriptors directory.\n\nThe provided file should take two arguments: path to input image input_img.bmp and path to output text file with descriptors. \n\nOutput file: one space separated line for one descriptor.\nPlease, see example in [code/descriptors/Pixels11.py](https://github.com/ducha-aiki/wxbs-descriptors-benchmark/blob/master/code/descriptors/Pixels11.py) or [code/descriptors/SIFT.py](https://github.com/ducha-aiki/wxbs-descriptors-benchmark/blob/master/code/descriptors/SIFT.py)\n\n\n## Citation\n\nPlease cite us if you use this code:\n\n    @InProceedings{Mishkin2015WXBS,\n     author = {{Mishkin}, D. and {Matas}, J. and {Perdoch}, M. and {Lenc}, K. },\n     Booktitle = {Proceedings of the British Machine Vision Conference},\n     Publisher                = {BMVA},\n     title = \"{WxBS: Wide Baseline Stereo Generalizations}\",\n     year = 2015,\n     month = sep,}\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fducha-aiki%2Fwxbs-descriptors-benchmark","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fducha-aiki%2Fwxbs-descriptors-benchmark","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fducha-aiki%2Fwxbs-descriptors-benchmark/lists"}