DL3DV-10K: Colmap Caches for 3D Reconstruction

DL3DV provides all the Colmap cache files for the DL3DV-10K dataset. The dataset author is working to review the data for sensitive information. The repository was last updated on 2024-09-10.

Use Cases

• Train 3D scene reconstruction models based on the provided Colmap caches.
• Benchmark novel view synthesis algorithms using pre-computed camera poses and sparse point clouds.
• Develop multimodal AI systems that integrate visual data with 3D geometry information.

Strengths

• Cache files are provided for the full DL3DV-10K dataset, suggesting a large-scale resource.
• The author explicitly mentions an ongoing review process to avoid sensitive information.

Limitations

• The description metadata is limited; actual data quality requires manual inspection after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count and dataset size are unknown, which may limit suitability assessment.

Provenance

Source

DL3DV

Collection Method

Likely derived from the DL3DV-10K dataset via Colmap processing.

Freshness

Last updated 2024-09-10 01:16:31; freshness should be verified.