Table 1.

Overview on the image processing tasks implemented in InstantDL, required input, label, and output format

	Semantic segmentation	Instance segmentation	Pixel-wise regression	Classification
Input image	2D & 3D	2D	2D & 3D	2D
Labels	Binary images	Images with float pixel values	Images with float pixel values	Labels in a .csv file
Output	Binary images	Binary masks	Images with float pixel values	Labels in a .csv file
Architecture	U-Net	Mask RCNN	U-Net	ResNet50