{"id":16266828,"url":"https://github.com/byronhsu/fegan","last_synced_at":"2025-09-02T07:33:18.208Z","repository":{"id":100523904,"uuid":"209008075","full_name":"ByronHsu/FEGAN","owner":"ByronHsu","description":"Self-Supervised Deep Learning for Fisheye Image Rectification (pytorch implementation).","archived":false,"fork":false,"pushed_at":"2019-10-15T13:20:34.000Z","size":6221,"stargazers_count":42,"open_issues_count":4,"forks_count":5,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-12-16T00:41:31.369Z","etag":null,"topics":["computer-vision","deep-learning","fisheye","gan","image-rectification","self-supervised-learning","unsupervised-learning"],"latest_commit_sha":null,"homepage":"","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/ByronHsu.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":"2019-09-17T09:06:56.000Z","updated_at":"2024-12-14T07:35:45.000Z","dependencies_parsed_at":null,"dependency_job_id":"39312a1d-7461-4fad-b2aa-f725f031eef6","html_url":"https://github.com/ByronHsu/FEGAN","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/ByronHsu%2FFEGAN","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ByronHsu%2FFEGAN/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ByronHsu%2FFEGAN/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ByronHsu%2FFEGAN/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ByronHsu","download_url":"https://codeload.github.com/ByronHsu/FEGAN/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":231738342,"owners_count":18419181,"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":["computer-vision","deep-learning","fisheye","gan","image-rectification","self-supervised-learning","unsupervised-learning"],"created_at":"2024-10-10T17:43:09.692Z","updated_at":"2024-12-29T16:45:45.274Z","avatar_url":"https://github.com/ByronHsu.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Self-Supervised Deep Learning for Fisheye Image Rectification\n\n\u003cimg src=\"./assets/results.png\"\u003e\n\nThis is the official pytorch implementation of [Self-Supervised Deep Learning for Fisheye Image Rectification](). The code is written by [Byron Hsu](https://github.com/ByronHsu) and [Brian Chao](https://github.com/Mckinsey666) from Department of Electrical Engineering, National Taiwan University. This work is currently in the submission to [2020 ICASSP](https://2020.ieeeicassp.org/). \n\nWe welcome any advice for this work. Feel free to send issue or PR!\n\n## Installation\n1. Clone the project\n```\ngit clone ...\n```\n2. Install the prerequisites\n```\npip3 install -r requirements.txt\n```\n\n## Training\n1. Start training!\n```\nbash train_gcgan.sh [dataset_path] [name]\n```\n2. Monitor the training process by tensorboard\n```\ntensorboard --logdir runs\n```\n## Testing\n```\nbash test_gcgan.sh [dataset_path] [name] [which_epoch]\n```\n## Reference\n- [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix)\n- [GCGAN](https://github.com/hufu6371/GcGAN). ","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbyronhsu%2Ffegan","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbyronhsu%2Ffegan","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbyronhsu%2Ffegan/lists"}