MyCgDoc
MyCgDoc

YOLO: Real-Time Object Detection

Original Paper: https://arxiv.org/pdf/1506.02640v5.pdf

References COCO dataset.

Resources

YOLO - You only look once, real time object detection explained

Original paper (CVPR 2016. OpenCV People's Choice Award) https://arxiv.org/pdf/1506.02640v5.pdf YOLOv2: https://arxiv.org/pdf/1612.08242v1.pdf Biggest advantages: Speed (45 frames per second - better than realtime) Network understands generalized object representation (This allowed them to train the network on real world images and predictions on artwork was still fairly accurate).

towardsdatascience.com

YOLO - You only look once, real time object detection explained
COCO - Common Objects in Context

cocodataset.org

COCO - Common Objects in Context