Train Image Segmentation Models to Accept User Feedback via Voronoi Tiling, Part 1

How to train an off-the-shelf image segmentation model to respond to user feedback

Image segmentation is a popular topic in machine learning, with many practical applications. Vision models can be trained to partition images based on some criteria, usually following the contour of a familiar type of object. When the model can not only segment an image, but also distinguish between different types of objects, this is called semantic segmentation. Self-driving cars use semantic segmentation to identify the objects nearby: …

hands-on-tutorials image-segmentation simulated-annealing transformers voronoi-diagrams