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google-research-datasets/Objectron

0
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2,336 stars·266 forks·Jupyter Notebook·15 views

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

Features

  • Datasets and Benchmarks - Collection of video clips with AR metadata for object detection.
  • Robotics Datasets - Collection of object-centric video clips with metadata.

Star history

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Frequently asked questions

What does google-research-datasets/objectron do?

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…

What are the main features of google-research-datasets/objectron?

The main features of google-research-datasets/objectron are: Datasets and Benchmarks, Robotics Datasets.

What are some open-source alternatives to google-research-datasets/objectron?

Open-source alternatives to google-research-datasets/objectron include: chrieke/awesome-satellite-imagery-datasets — 🛰️ List of satellite image training datasets with annotations for computer vision and deep learning. dlr-rm/blenderproc — A procedural Blender pipeline for photorealistic training image generation. argoai/argoverse-api — Official GitHub repository for Argoverse dataset. autonomousvision/kitti360scripts — This repository contains utility scripts for the KITTI-360 dataset. apolloscapeauto/dataset-api — The ApolloScape Open Dataset for Autonomous Driving and its Application. driving-behavior/dbnet — DBNet: A Large-Scale Dataset for Driving Behavior Learning, CVPR 2018.