Image Category Classification
Create vision transformer or bag of visual words image classifier
Classify images into categories, using vision transformer neural networks or by generating a histogram of visual word occurrences that represent images.
Apps
Image Labeler | Label images for computer vision applications |
Video Labeler | Label video for computer vision applications |
Functions
Topics
Get Started
- Get Started with the Image Labeler
Interactively label rectangular ROIs for object detection, pixels for semantic segmentation, polygons for instance segmentation, and scenes for image classification. - Get Started with the Video Labeler
Interactively label rectangular ROIs for object detection, pixels for semantic segmentation, polygons for instance segmentation, and scenes for image classification in a video or image sequence.
Classify Images
- Create a Custom Feature Extractor
You can use the bag-of-features (BoF) framework with many different types of image features. - Image Classification with Bag of Visual Words
Use the Computer Vision Toolbox™ functions for image category classification by creating a bag of visual words.