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0965af0 · May 10, 2023

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CV_Bns

In this Assignment we applied segmentaion on our dataset using YOLO and Detectron2 for Custom Instance Segmentation. We followed the following step to do this task.

  1. Took Images of different Object using Mobile camera.
  2. Then using roboflow to do the annotate the image.
  3. image
  4. Then Generate the dataset using roboflow
  5. image image
  6. After generating the dataset we apply YOLOv8 for segmentation.
  7. Result of YOLOv8.image
  8. You can find all result in Colab file.
  9. After that applied Detectron on same data set.
  10. Results for Detectrons.image image Note:some images are not detected. It is because first I did annotation bondingbox and thne I do segmentation in Roboflow, so that is why these pics are not detectable. Because I can not delet images from Roboflow so I just marked them as null.