Two Stage (R-CNN, Fast R-CNN, Faster R-CNN, Mask R-CNN,…)
- Region proposal to make a list of Regions of Interest
- Detect classes based on corresponding input region
One Stage (YOLOs, SSD, RetinaNet,…)
- Less accurate, especially for small objects
- Might struggle with overlapping objects