{"id":13562357,"url":"https://github.com/Paperspace/DataAugmentationForObjectDetection","last_synced_at":"2025-04-03T18:33:24.448Z","repository":{"id":37664892,"uuid":"148181288","full_name":"Paperspace/DataAugmentationForObjectDetection","owner":"Paperspace","description":"Data Augmentation For Object Detection","archived":false,"fork":false,"pushed_at":"2020-04-14T21:45:40.000Z","size":10416,"stargazers_count":1143,"open_issues_count":22,"forks_count":320,"subscribers_count":23,"default_branch":"master","last_synced_at":"2025-04-03T16:11:42.829Z","etag":null,"topics":["bounding-box","data-augmentation","deep-learning","imagine-augmentation","object-detection","opencv"],"latest_commit_sha":null,"homepage":"https://blog.paperspace.com/data-augmentation-for-bounding-boxes/","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Paperspace.png","metadata":{"files":{"readme":"readme.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2018-09-10T15:57:22.000Z","updated_at":"2025-03-28T13:49:04.000Z","dependencies_parsed_at":"2022-07-10T18:00:36.122Z","dependency_job_id":null,"html_url":"https://github.com/Paperspace/DataAugmentationForObjectDetection","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/Paperspace%2FDataAugmentationForObjectDetection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Paperspace%2FDataAugmentationForObjectDetection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Paperspace%2FDataAugmentationForObjectDetection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Paperspace%2FDataAugmentationForObjectDetection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Paperspace","download_url":"https://codeload.github.com/Paperspace/DataAugmentationForObjectDetection/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247057032,"owners_count":20876498,"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":["bounding-box","data-augmentation","deep-learning","imagine-augmentation","object-detection","opencv"],"created_at":"2024-08-01T13:01:07.701Z","updated_at":"2025-04-03T18:33:24.406Z","avatar_url":"https://github.com/Paperspace.png","language":"Jupyter Notebook","readme":"# Data Augmentation For Object Detection\n\nAccompanying code for the [Paperspace tutorial series on adapting data augmentation methods for object detection tasks](https://blog.paperspace.com/data-augmentation-for-bounding-boxes/)\n\n## Dependencies\n1. OpenCV 3.x\n2. Numpy\n3. Matplotlib\n\nWe support a variety of data augmentations, like.\n\n### Horizontal Flipping\n![Horizontal Flip](Images/hflip.png)\n\n### Scaling\n![Scaling](Images/scale_aug.png)\n\n### Translation\n![Translation](Images/transl_aug.png)\n\n### Rotation\n![Rotation](Images/rotate.png)\n\n### Shearing\n![Shearing](Images/shear_box.png)\n\n### Resizing\n![Resizing](Images/resize.png)\n\n\n## Quick Start\nA quick start tutorial can be found in the file `quick-start.ipynb` in this repo.\n\n## Documentation\nA list of all possible transforms and extensive documentation can be found in by opening `docs/build/html/index.html` in your browser or at this [link.](https://augmentationlib.paperspace.com/)\n","funding_links":[],"categories":["Jupyter Notebook"],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FPaperspace%2FDataAugmentationForObjectDetection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FPaperspace%2FDataAugmentationForObjectDetection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FPaperspace%2FDataAugmentationForObjectDetection/lists"}