YOLOv5 Unpacked: Ultimate Guide to Instance Segmentation

[@LearnOpenCV]

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[@sarahnawoya498]

Can I do this on my custom dataset? how is it for very small objects?

[@LearnOpenCV]

YOLO-NAS works well with small objects. You can check out the tutorial here: kzbin.info/www/bejne/rJe0ioWAZt1nh8k

[@유영재-c9c]

where i find retina mask code?

[@LearnOpenCV]

Here you go: github.com/ultralytics/yolov5/blob/dd104811c2e0419529aa7177ce160321e9694837/segment/predict.py#L157 This is how retina mask works in YOLOv5.

[@manshhha]

can I get the source code for the yolov5 for instance segmentation, please? i want it to detect(delineate) in the photo (of a map), that that is water or that is oil.

[@LearnOpenCV]

Please refer to this article. YOLOv5 is also accesible through the ultralytics library. Hence it should be easy to change the code from YOLOv8 to YOLOv5. learnopencv.com/train-yolov8-instance-segmentation/

[@FatemehZaremehrjardi]

thank you!