Omkar2118/datasets huggingface dataset:
ShapeNet Intrinsic Images v1.0

The synthetic ShapeNet intrinsic image decomposition dataset used for training the deep CNN models IntrinsicNet and RetiNet of CVPR2018. See Section 4.1 of the paper for details.

Introducing paper: CNN based Learning using Reflection and Retinex Models for Intrinsic Image Decomposition
ShapeNet Intrinsic Images v2.0 Extended

The synthetic ShapeNet intrinsic image decomposition dataset of 90,000 images. 50,000 of them were used for training the deep CNN models of CVIU'2021 - see Section 4 of the paper. This is the extension of the first release of the synthetic ShapeNet intrinsic image decomposition dataset of 20,000 images used for training the deep CNN models IntrinsicNet and RetiNet of CVPR'2018. See Section 4.1 of the CVPR paper for the details of the data rendering.

Introducing paper: Physics-based Shading Reconstruction for Intrinsic Image Decomposition