VoTT: Visual Object Tagging Tool

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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:

Pipeline: tag video, export tags to CNTK, train model, run model on a new video, validate model suggestions and fix errors, return to export tags

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.

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