3D Object Detection Models

The full set of models (for EfficientNet and MobilePose) are available for download at Objectron bucket.
These models can be used to predict the 3D object poses from RGB images. Example usage, including Mobile, Python, and Web API are available via Mediapipe.
To list/download the models, use gsutil ls gs://objectron/models

Objectron v0.1.0 - camera pose refinement + Python and Web API

Major Updates

Check our latest newsletter for more details.

• Objectron Paper to appear in CVPR-2021.
• Python and Web API for Objectron models (available via Mediapipe, Python colab).
  • Objectron models now offer a ready-to-use yet customizable Python solution as part of the prebuilt Mediapipe Python package.
  • The Mediapipe Python package is available on PyPI for Linux, macOS and Windows.
• Camera pose refinement via offline bundle adjustment.
  • We updated the camera pose with more accurate poses obtained from running offline global bundle adjustment on the video.
  • The updated pose is very useful for applications that require more accurate and consistent camera poses, such as NeRF.
• Community spotlight: Objectron is available via ActiveLoop hub.