Common CV Tasks
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Common tasks in computer vision:
- recognition
- classification, image class labels
- localization, per-object bounding box labels
- detection, per-object class+bounding box labels
- tracking
- semantic segmentation, per-pixel class labels (all pixels, but do not distinct objects with the same class label)
- instance segmentation, per-object mask and class labels (only objects)
- panoptic segmentation, per-pixel class+instance labels (objects and background things)