https://github.com/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
https://github.com/google-research-datasets/Objectron

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

Last synced: about 2 months ago
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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

• Host: GitHub
• URL: https://github.com/google-research-datasets/Objectron
• Owner: google-research-datasets
• License: other
• Created: 2020-10-19T21:58:41.000Z (about 4 years ago)
• Default Branch: master
• Last Pushed: 2022-07-20T07:50:06.000Z (over 2 years ago)
• Last Synced: 2024-04-13T18:45:10.009Z (8 months ago)
• Topics: 3d, 3d-reconstruction, 3d-vision, ai, augmented-reality, computer-vision, dataset, deep-learning, machine-learning, neural-network, python, pytorch, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 38.9 MB
• Stars: 2,203
• Watchers: 64
• Forks: 264
• Open Issues: 27
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-list - Objectron
• awesome-AR - Objectron - dataset of short object-centric video clips
• awesome - 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 (Jupyter Notebook)
• awesome - 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 (Jupyter Notebook)