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align=\"center\"\u003e\n  \u003ca href=\"https://github.com/codePerfectPlus/dataset-convertor\"\u003e\u003cimg src=\"https://capsule-render.vercel.app/api?type=rect\u0026color=009ACD\u0026height=100\u0026section=header\u0026text=Dataset%20Convertor\u0026fontSize=90%\u0026fontColor=ffffff\" alt=\"website title image\"\u003e\u003c/a\u003e\n  \u003ch2 align=\"center\"\u003e👉 Convert object detection dataset format 👈\u003c/h2\u003e\n\u003c/p\u003e\n\n## Dataset types\n\n`PASCAL VOC`: Pascal voc dataset have a xml file for each image.\n\n`YOLO`: YOLO dataset have a txt file for each image.\n\n`COCO`: COCO dataset have a json file for each image.\n\n## Current support format\n\nCurrently, the following formats are supported:\n\n|    from    |           to           | implemented |\n| :--------: | :--------------------: | ----------- |\n| PASCAL VOC |    YOLO(TXT files)     | Yes         |\n|    YOLO    | PASCAL VOC (XML files) | Yes         |\n\n## Upcoming support format\n\n|    from    |            to             | Issue/PR(if any) |\n| :--------: | :-----------------------: | ---------------- |\n| PASCAL VOC |     COCO (JSON files)     | No               |\n| PASCAL VOC | TFRecord (TFRecord files) | No               |\n|    COCO    |  PASCAL VOC (XML files)   | No               |\n|    COCO    |     YOLO (TXT files)      | No               |\n|    COCO    | TFRecord (TFRecord files) | No               |\n|    YOLO    |     COCO (JSON files)     | No               |\n|    YOLO    | TFRecord (TFRecord files) | No               |\n\n## Installation\n\n### Installation from source code\n\n```bash\ngit clone https://github.com/codePerfectPlus/dataset-convertor/\n```\n\n```bash\ncd dataset-convertor\npython -m venv venv\n```\n\n```bash\nsource venv/bin/activate\npip install requirements.txt\n```\n\n### Installation from PyPI\n\n```bash\npip install dataset-convertor\n```\n\n## Usage\n\nconvert annotations from one format to another format.\n\ndataset formatting example:\n\n    - data/pascal_voc/JPEGImages/*.jpg\n    - data/pascal_voc/Annotations/*.xml\n\n    - data/yolo5/JPEGImages/*.jpg\n    - data/yolo5/labels/*.txt\n\n### Pascal VOC(xml) to yolo(txt)\n\n```bash\nfrom convert import Convertor\n\ncon = Convertor(input_folder='/home/user/data/pascal_voc', output_folder='/home/user/data/yolo5')\ncon.voc2yolo()\n```\n\n### from yolo(txt) to Pascal VOC(xml)\n\n```bash\nfrom convert import Convertor\ncon = Convertor(input_folder='/home/user/data/yolo5', output_folder='/home/user/data/pascal_voc')\ncon.yolo2voc()\n```\n\n\n## Contributing\n\ncreate an issue/PR if any format is missing.Open-source contribution is welcome.check the [contributing guide](/CONTRIBUTING.md) for details.\n\n## Reference\n\n- PASCAL VOC - http://host.robots.ox.ac.uk/pascal/VOC/\n- COCO - http://cocodataset.org/\n- YOLO9000 - https://arxiv.org/abs/1612.08242\n- YOLO4 - https://arxiv.org/abs/2004.10934v1\n\n## License\n\n- [MIT License](/LICENSE)\n\n## Authors\n\n- [CodePerfectPlus](https://github/com/CodePerfectPlus)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FPy-Contributors%2Fdataset-convertor","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FPy-Contributors%2Fdataset-convertor","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FPy-Contributors%2Fdataset-convertor/lists"}