Introduction to Object Detection

Object detection is a computer vision technique that allows for the identification and localization of objects in images or videos.

Basic Principles

Unlike image classification which assigns a label to the entire image, object detection:

• Identifies multiple objects in a single image
• Locates these objects with bounding boxes
• Classifies each detected object

Supported Technologies

Techsolut Vision supports several object detection models and architectures:

• YOLO (You Only Look Once) - fast and efficient
• Faster R-CNN - high accuracy
• SSD (Single Shot Detector) - good balance between speed and accuracy

In the following sections, we will explain how to configure, train, and use these models for your projects.