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 (4 years ago)

Commits 17 (last one 3 years ago)

Stargazers 2,276 (2 this week)

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RepositoryStats indexes 643,405 repositories, of these google-research-datasets/Objectron is ranked #23,806 (96th percentile) for total stargazers, and #31,678 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #569/19,490.

google-research-datasets/Objectron is also tagged with popular topics, for these it's ranked: python (#1,532/23713), deep-learning (#708/8901), machine-learning (#741/8507), pytorch (#437/6270), ai (#416/5120), computer-vision (#205/3325), tensorflow (#241/2316), 3d (#77/1283), dataset (#45/1241), neural-network (#125/1141), 3d-reconstruction (#15/445), augmented-reality (#13/204)

Other Information

google-research-datasets/Objectron has Github issues enabled, there are 30 open issues and 39 closed issues.

There have been 2 releases, the latest one was published on 2021-04-07 (4 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: 2025-04-26 @ 05:06am, id: 305522835 / R_kgDOEjXokw