2 datasets found
  1. P

    Objectron Dataset

    • paperswithcode.com
    • opendatalab.com
    Updated May 12, 2024
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    Adel Ahmadyan; Liangkai Zhang; Jianing Wei; Artsiom Ablavatski; Matthias Grundmann (2024). Objectron Dataset [Dataset]. https://paperswithcode.com/dataset/objectron
    Explore at:
    Dataset updated
    May 12, 2024
    Authors
    Adel Ahmadyan; Liangkai Zhang; Jianing Wei; Artsiom Ablavatski; Matthias Grundmann
    Description

    The Objectron dataset is a collection of short, object-centric video clips, which are accompanied by AR session metadata that includes camera poses, sparse point-clouds and characterization of the planar surfaces in the surrounding environment. In each video, the camera moves around the object, capturing it from different angles. The data also contain manually annotated 3D bounding boxes for each object, which describe the object’s position, orientation, and dimensions. The dataset consists of 15K annotated video clips supplemented with over 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes. To ensure geo-diversity, the dataset is collected from 10 countries across five continents.

  2. h

    DORI-instruction-tuning-dataset

    • huggingface.co
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    Nazia Tasnim, DORI-instruction-tuning-dataset [Dataset]. https://huggingface.co/datasets/appledora/DORI-instruction-tuning-dataset
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    Authors
    Nazia Tasnim
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    DORI Spatial Reasoning Instruction Dataset

      Dataset Description
    

    This dataset contains instruction tuning data for spatial reasoning tasks across multiple question types and visual datasets.

      Dataset Structure
    
    
    
    
    
      Dataset Splits
    

    train: 26,626 samples test: 6,672 samples Total: 33,298 samples

      Question Types
    

    q1 q2 q3 q4 q5 q6 q7

      Source Datasets
    

    3d_future cityscapes coco coco_space_sea get_3d jta kitti nocs_real objectron… See the full description on the dataset page: https://huggingface.co/datasets/appledora/DORI-instruction-tuning-dataset.

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Share
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TwitterTwitter
Email
Click to copy link
Link copied
Close
Cite
Adel Ahmadyan; Liangkai Zhang; Jianing Wei; Artsiom Ablavatski; Matthias Grundmann (2024). Objectron Dataset [Dataset]. https://paperswithcode.com/dataset/objectron

Objectron Dataset

Explore at:
187 scholarly articles cite this dataset (View in Google Scholar)
Dataset updated
May 12, 2024
Authors
Adel Ahmadyan; Liangkai Zhang; Jianing Wei; Artsiom Ablavatski; Matthias Grundmann
Description

The Objectron dataset is a collection of short, object-centric video clips, which are accompanied by AR session metadata that includes camera poses, sparse point-clouds and characterization of the planar surfaces in the surrounding environment. In each video, the camera moves around the object, capturing it from different angles. The data also contain manually annotated 3D bounding boxes for each object, which describe the object’s position, orientation, and dimensions. The dataset consists of 15K annotated video clips supplemented with over 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes. To ensure geo-diversity, the dataset is collected from 10 countries across five continents.

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