# Bounding Box Prediction

## YOLO - You Only Look Once Algorithm

![](https://2552912007-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-LzGBVuquaFNrwdmJna0%2F-MI0ohkguicuqMH-A7y1%2F-MI0qxfaqkvb4ECRgRV5%2FScreen%20Shot%202020-09-24%20at%202.43.44%20PM.png?alt=media\&token=f187b89e-b3b7-456e-903c-14e13efcc12f)

Very fast algorithm. Often used for real-time object detection. 

### Specifying the bounding box

![](https://2552912007-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-LzGBVuquaFNrwdmJna0%2F-MI0r8_704Mm9OkLvjs5%2F-MI0s-0QyQ1ntjti_vMu%2FScreen%20Shot%202020-09-24%20at%202.48.16%20PM.png?alt=media\&token=84393501-5316-437c-b921-32726094e3bf)