18379601. OCCUPANCY PREDICTION USING FORWARD-BACKWARD VIEW TRANSFORMATION (NVIDIA Corporation)

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OCCUPANCY PREDICTION USING FORWARD-BACKWARD VIEW TRANSFORMATION

Organization Name

NVIDIA Corporation

Inventor(s)

Zhiqi Li of Shanghai (CN)

Zhiding Yu of Cupertino CA (US)

David Austin of Phoenix AZ (US)

Shiyi Lan of Sunnyvale CA (US)

Jan Kautz of Lexington MA (US)

Jose Manuel Alvarez Lopez of Mountain View CA (US)

OCCUPANCY PREDICTION USING FORWARD-BACKWARD VIEW TRANSFORMATION

This abstract first appeared for US patent application 18379601 titled 'OCCUPANCY PREDICTION USING FORWARD-BACKWARD VIEW TRANSFORMATION



Original Abstract Submitted

Apparatuses, systems, and techniques of using one or more machine learning processes (e.g., neural network(s)) to predict occupancy using an image input. In at least one embodiment, image data is processed using a neural network to predict occupancy in a 3D voxel space. In at least one embodiment, image data is processed using a neural network to detect objects in a 3D space.