Affordance Detection

8 benchmarks23 papers

Affordance detection refers to identifying the potential action possibilities of objects in an image, which is an important ability for robot perception and manipulation.

Image source: Object-Based Affordances Detection with Convolutional Neural Networks and Dense Conditional Random Fields

Unlike other visual or physical properties that mainly describe the object alone, affordances indicate functional interactions of object parts with humans.

Benchmarks

Affordance Detection on 3D AffordanceNet

Affordance Detection on 3D AffordanceNet Partial View

Affordance Detection on 3D AffordanceNet Rotate SO(3)

Affordance Detection on 3D AffordanceNet Rotate z