This tool provides end to end support for generating datasets and validating object detection models from video and image assets.
End to End Object Detection Pipeline:
The tool supports the following features:
- The ability to tag and annotate Image Directories or Stand alone videos.
- Computer-assisted tagging and tracking of objects in videos using the Camshift tracking algorithm.
- Exporting tags and assets to CNTK , Tensorflow (PascalVOC) or YOLO format for training an object detection model.
- Running and validating a trained CNTK object detection model on new videos to generate stronger models.
Table of Contents
- Tagging a Video
- Tagging an Image Directory
- Reviewing and Improving an Object Detection Model
- Upcoming Features
- How to Contribute