ICCV2021 Paper: AutoShape: Real-Time Shape-Aware Monocular 3D Object Detection

Last update: Dec 20, 2022

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Deep Learning AutoShape

Overview

AutoShape

ICCV2021 Paper: AutoShape: Real-Time Shape-Aware Monocular 3D Object Detection

arXiv

Auto-labeling Car Shape for KITTI

We release our Auto-labeling car shape data for KITTI with COCO formate. Each car instance has been assigned a 3D model. Trainset and Valset with 3000 vertexes 3D models annotations can be download from Google Drive.

Data Formate

# we add 2D/3D keypoints in KITTI car instance annotations
annotations: [
    '2dkeypoints': list # (3000 + 9) * 3 (u, v, visiblity),
    '3dkeypoints': list # (3000 + 9) * 3 (x, y, z in model local coordinate)
    ...
    ], ...

Owner

Zongdai

GitHub Repository

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ICCV2021 Paper: AutoShape: Real-Time Shape-Aware Monocular 3D Object Detection

Related tags

Overview

AutoShape

Auto-labeling Car Shape for KITTI

Data Formate

Owner

Zongdai

Rapid experimentation and scaling of deep learning models on molecular and crystal graphs.

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