2D Boxes

Bounding Boxes

Bounding Box for Computer Vision Machine Learning Models

Bounding Box Computer Vision , Image Bounding Box
Autonomous Driving Dataset
Bounding Box Computer Vision , Image Bounding Box
Robotics and Automation applications

Join our Platform and start your first Object Detection project with TaQadam

2D Bounding Boxes for Object Detection, Object Tracking and Change Detection

How it Works

Bounding box localizes the boundaries of the object, i.a. class, defining  highest and lowest points of the object on the image with a simplest annotation in the shape of rectangle shape. Imagine tracking people in the supermarket security camera?
 
 Challenges and solutions:
 
 *   Models  do not perform well when the object is too wide.  For most familiar use cases – street view camera – pedestrians and cars are boxes easily. That’s why there are so many pre-trained models available for these industries YOLO.  But take industrial facility, imagine to annotate into the box a scrap metal materials on assembly line. Instead of “localization” of the metal particle, the box instead will capture the whole line, because of the object’s shape.  In such cases, in TaQadam we use COCO format to allow machine learning engineers to use the appropriate shape in class training.  We also have features to allow to identify object as one box even though it is split on the image into segments.
 
 

 *   Instances, multi-tagging systems allowing to associate the same box with several layers of attributes. Our Platform in TaQadam allows flexibility in designing the annotation process to allow build more than one model.

Bounding Boxes for Computer Vision

 

autonomous driving ai data

 

TaQadam: Making Visual Data AI-Ready

Image Annotation company with a complete solution on AI data training:
Image annotation tool, Data Management Platform and Trained Teams
  • Quality Assured Annotation
  • Managed Teams
  • Standard or Custom Data Output
  • Industry Specific Expertise
  • Data Management Platform
  • No Project Management Fee
  • Security and Non-Disclosure
Learn more about our Company
If you are interested to request a Demo, or inquire regarding Image Annotation Pricing: