Hi HN!
We're Bert and Otto, founders of Segments.ai (https://segments.ai). Our platform helps computer vision teams build better datasets for image segmentation, an increasingly popular computer vision technique in the world of self-driving cars, autonomous robots, and AR/VR devices.
A large, curated dataset of labeled images is the first thing you need in any serious computer vision project. Building such datasets is a time-consuming endeavour, involving lots of manual labeling work. This is especially true for tasks like image segmentation, where every object and region in the image needs to be precisely annotated with a pixel-level segmentation mask. Manually segmenting a complex image can easily take up to an hour, even for experienced labelers. This leads to costs of tens to hundreds of thousands of dollars for labeling large datasets.