{"id":19137509,"url":"https://github.com/dsaurus/localtrans","last_synced_at":"2025-05-06T20:13:33.847Z","repository":{"id":105699779,"uuid":"455427491","full_name":"DSaurus/LocalTrans","owner":"DSaurus","description":"This repository is the official implementation of LocalTrans: A Multiscale Local Transformer Network for Cross-Resolution Homography Estimation.","archived":false,"fork":false,"pushed_at":"2022-02-05T16:14:07.000Z","size":1318,"stargazers_count":23,"open_issues_count":3,"forks_count":2,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-19T14:57:47.109Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"C++","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/DSaurus.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":"2022-02-04T05:02:26.000Z","updated_at":"2024-10-13T18:16:40.000Z","dependencies_parsed_at":"2023-06-14T15:00:45.099Z","dependency_job_id":null,"html_url":"https://github.com/DSaurus/LocalTrans","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/DSaurus%2FLocalTrans","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DSaurus%2FLocalTrans/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DSaurus%2FLocalTrans/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DSaurus%2FLocalTrans/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DSaurus","download_url":"https://codeload.github.com/DSaurus/LocalTrans/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252761237,"owners_count":21800127,"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":"2024-11-09T06:38:37.423Z","updated_at":"2025-05-06T20:13:33.811Z","avatar_url":"https://github.com/DSaurus.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"# [LocalTrans: A Multiscale Local Transformer Network for Cross-Resolution Homography Estimation](http://www.liuyebin.com/localtrans/localtrans.html)\nRuizhi Shao*, Gaochang Wu*, Yuemei Zhou, Ying Fu, Lu Fang, Yebin Liu\n\n[![report](https://img.shields.io/badge/arxiv-report-red)](https://arxiv.org/abs/2106.04067)\n\nThis repository contains the official pytorch implementation of ”*LocalTrans: A Multiscale Local Transformer Network for Cross-Resolution Homography Estimation*“.\n\n![Teaser Image](assets/teaser.jpg)\n\n## Requirements\n- pytorch\n- matplotlib\n- numpy\n- cv2\n- tensorboard\n- kornia\n- imageio\n\n## Pretrained Model\nWe have provided pretrained model under several settings in [One Drive](https://mailstsinghuaeducn-my.sharepoint.com/:f:/g/personal/shaorz20_mails_tsinghua_edu_cn/Et6rFUvWy8VNjC6gDWhpOSoBjZ9ISDTGkaTBumLafQ9asw?e=IQe8Or)\n\n\n## Training\nTo train localtrans on the COCO dataset in different setting, run the following code:\n```\nsh train.sh\n```\n\n## Testing\nRun the following code to test on the COCO test dataset.\n```\nsh test.sh\n```\n\n## Citation\n```\n@inproceedings{shao2021localtrans,\ntitle={LocalTrans: A Multiscale Local Transformer Network for Cross-Resolution Homography Estimation},\nauthor={Shao, Ruizhi and Wu, Gaochang and Zhou, Yuemei and Fu, Ying and Fang, Lu and Liu, Yebin},\nbooktitle={IEEE Conference on Computer Vision (ICCV 2021)},\nyear={2021},\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdsaurus%2Flocaltrans","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdsaurus%2Flocaltrans","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdsaurus%2Flocaltrans/lists"}