YOLO (You Only Look Once)
YOLO looks at one picture and quickly finds objects in it.
What it does
YOLO looks at one picture and quickly finds objects in it.
Bounding Box: Rectangle around an object • FPS: Frames per second
How it works
- Look at the whole image once.
- Draw boxes around objects it sees.
- Name each object, such as car, person, or bike.
Uses & Applications
- A self-driving car can quickly notice people, cars, and traffic lights.
- A security camera can count how many people entered a room.
- A robot can find a toy or tool on a table.
In short
YOLO is fast because it looks once and finds objects right away.
Try it yourself
Find an object in a picture
A small trained network looks across a grid and guesses where to draw an object box.
Your turn
Change one setting at a time. Reset example puts everything back.
Inspect one-pass grid predictions
Step 1Why this happens