Types of Tasks


Created: 09 Jan 2023, 01:18 PM | Modified: =dateformat(this.file.mtime,"dd MMM yyyy, hh:mm a") Tags: knowledge, GeneralDL


Open-vocabulary

Open-vocabulary detection (OVD) aims to generalize beyond the limited number of base classes labeled during the training phase. The goal is to detect novel classes defined by an unbounded (open) vocabulary at inference.

From <https://paperswithcode.com/task/open-vocabulary-object-detection/latest>

Open-vocabulary semantic segmentation aims to segment an image into semantic regions according to text descriptions, which may not have been seen during training.

From <https://arxiv.org/abs/2210.04150>