Definition
Object Detection
Object Detection is a computer vision task that combines image classification and localization, identifying what objects are in an image and outputting bounding boxes around their coordinates.
Frequently Asked Questions
What is a bounding box in object detection?▼
A rectangular box defined by coordinates `[x_min, y_min, x_max, y_max]` outlining the location of the detected entity.
What is YOLO in object detection?▼
You Only Look Once (YOLO) is a popular object detection algorithm that processes the entire image in a single forward pass, making it fast enough for real-time video frames.
Quick Facts
- CategoryComputer Vision
- Key ApplicationSelf-driving car obstacle detection, automated security cameras, and image parsing.
Coverage Trend12 Weeks
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Object Detection Media Coverage & Intelligence
AWS ML BlogJun 2, 2026
Object detection with Amazon Nova 2 Lite
In this post, we'll walk through implementing object detection with Amazon Nova 2 Lite. You'll learn how to deploy an object detection application using Amazon