PartObjaverse-Tiny is a 3D part segmentation dataset providing detailed semantic-level and instance-level part annotations for 200 complex 3D objects. It was created by yhyang-myron and was last updated on December 13, 2024. The dataset includes mesh files and corresponding ground truth annotation files.
Use Cases
- Train 3D part segmentation models based on semantic-level part annotations.
- Benchmark instance-level part segmentation algorithms on complex 3D objects.
- Develop and evaluate 3D scene understanding models using detailed part ground truth.
Strengths
- Provides annotations for 200 complex 3D objects.
- Includes both semantic-level and instance-level part annotations.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count is unknown, which may limit suitability assessment.
- Description metadata is limited; actual data quality requires manual inspection after download.
Provenance
- Source
- yhyang-myron
- Freshness
- Last updated 2024-12-13 05:12:51