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.
- Took Images of different Object using Mobile camera.
- Then using roboflow to do the annotate the image.
- Then Generate the dataset using roboflow
- After generating the dataset we apply YOLOv8 for segmentation.
- Result of YOLOv8.
- You can find all result in Colab file.
- After that applied Detectron on same data set.
- Results for Detectrons.
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.