Github: https://github.com/obss/sahi
Object detection and instance segmentation are by far the most important fields of applications in Computer Vision. However, detection of small objects and inference on large images are still major issues in practical usage.
Here you can see the inference result of the state of the art instance segmentation model Cascade Mask RCNN:
