Deep Learning - Segmentation and Object Detection Part 4

In this video, we look at some ideas on how to perform object detection really quickly. This leads to single shot detectors of which YOLO is one of the most popular ones. If you are in need of multi-scale object detection, Retina-Net is a popular choice.

Additional References
nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation
X-ray-transform Invariant Anatomical Landmark Detection for Pelvic Trauma Surgery
Retina-net Figure by Marc Aubreville

Video References:
YOLO v2
Dragonball Scene
YOLO 9000 Test #19
YOLO COCO Object Detection #1

Further Reading:
A gentle Introduction to Deep Learning