google-research-datasets / Objectron

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

Date Created 2020-10-19 (3 years ago)

Commits 17 (last one 2 years ago)

Stargazers 2,217 (2 this week)

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RepositoryStats indexes 534,551 repositories, of these google-research-datasets/Objectron is ranked #21,803 (96th percentile) for total stargazers, and #30,658 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #474/14,929.

google-research-datasets/Objectron is also tagged with popular topics, for these it's ranked: python (#1,372/20447), deep-learning (#659/7827), machine-learning (#686/7371), pytorch (#391/5588), ai (#257/3134), computer-vision (#187/2820), tensorflow (#233/2165), 3d (#70/1082), dataset (#33/1057), neural-network (#123/1029), 3d-reconstruction (#15/352), augmented-reality (#11/189)

Other Information

google-research-datasets/Objectron has Github issues enabled, there are 27 open issues and 39 closed issues.

There have been 2 releases, the latest one was published on 2021-04-07 (3 years ago) with the name Objectron v0.1.0 - camera pose refinement + Python and Web API.

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3d ai python dataset pytorch 3d-vision tensorflow deep-learning neural-network computer-vision machine-learning 3d-reconstruction augmented-reality

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updated: 2024-06-28 @ 10:21am, id: 305522835 / R_kgDOEjXokw