Images3D

Pix3D

Introduced in Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling2017

About this Dataset

The Pix3D dataset is a large-scale benchmark of diverse image-shape pairs with pixel-level 2D-3D alignment. Pix3D has wide applications in shape-related tasks including reconstruction, retrieval, viewpoint estimation, etc.

Source: http://pix3d.csail.mit.edu/ Image Source: http://pix3d.csail.mit.edu/

Source: Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling

Dataset Variants

Pix3D S2Pix3D S1Pix3D

Papers1

Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling

A novel model is designed that simultaneously performs 3D reconstruction and pose estimation; this multi-task learning approach achieves state-of-the-art performance on both tasks.

Tasks

EDIT

Pose Estimation 3D Shape Reconstruction 3D Shape Modeling 3D Shape Classification

Similar Datasets

MNIST

CelebA

JFT-300M

Statistics

Papers

1

Tasks

96

Introduced

2017

License

CC BY 4.0

Modalities

Images3D