Deep learning: Identification of the shape of the pill using Mask RCNN
Budget: $30 – $250 USD
Topic: Instance segment use method: Mask RCNN
Dataset: CURE dataset (I have divided 51/195 pill layers into 09 pill shape layers, pixel annotated more than 1,000 photos)
Requirements:
- Annotate about 500 images missed, then config Mask RCNN model to identify of the shape of the pill
- IoU score >= 94%
- Compare the results with some traditional method, as: Find contour + SVM, watershed + classifier
- Dead line: 22/3/2022
Dataset: CURE dataset (I have divided 51/195 pill layers into 09 pill shape layers, pixel annotated more than 1,000 photos)
Requirements:
- Annotate about 500 images missed, then config Mask RCNN model to identify of the shape of the pill
- IoU score >= 94%
- Compare the results with some traditional method, as: Find contour + SVM, watershed + classifier
- Dead line: 22/3/2022