Realtime Object Detection¶
The YOLO architecture identifies objects in images in real time.
Research Questions¶
Read the YOLO paper (see link below) and answer the following questions:
is this a classification or a regression problem?
what is the structure of the network
what is the output of the network?
find the loss function in the paper. Impressive, huh?
Running YOLO¶
There exist several pretrained YOLO implementations (the training is expensive, so you don’t want to train from scratch).
If you want to see YOLO in action, try the Ultralytics implementation:
See also