Computer Vision

An interdisciplinary scientific field that deals with how computers can gain high-level understanding from digital images or videos.

Subfields

Following are the subfields of Computer Vision supported by Theos.

• Object Detection is the task of detecting instances of objects of a certain class within an image.

• Semantic Segmentation is the task of clustering parts of an image together which belong to the same object class.

• Image Classification is the task that attempts to comprehend an entire image as a whole. The goal is to classify the image by assigning it to a specific label.

• Pose Estimation is the task that attempts to detect the position and orientation of an object.

• Face Recognition is the task of making a positive identification of a face in an image or video frame against a pre-existing database of faces.