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realwecan / mju-waste

The MJU-Waste dataset from our Sensors paper "A Multi-level Approach to Waste Object Segmentation".
MIT License
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Using it with FasterRCNN #1

Open aliman80 opened 2 years ago

aliman80 commented 2 years ago

Hi, thanks for your excellent work, i just want to use Faster RCNN on this dataset for detection task can you tell me how to convert the annotations file to relevant format as currently these are provided in VOC Format/ yolo format

realwecan commented 1 year ago

@aliman80 Thank you for your interest in our project. It is possible to use our dataset for training object detection algorithms. One would be able to obtain the minimum and maximum coordinate values for the X and Y coordinates of any given object mask/polygon in order to extract bounding boxes. It would be easier with COCO format, as for VOC format an additional connected component analysis step may be necessary.