Optical flow frame-to-frame data for an I3D model, likely derived from the Cholec80 surgical video dataset. The dataset is published on Kaggle. The specific number of sequences, resolution, and creation details are unknown from the provided metadata.
Use Cases
- Train or evaluate I3D-based models for surgical phase recognition (inferred from domain, verify after download)
- Benchmark optical flow algorithms on laparoscopic video sequences (inferred from domain, verify after download)
- Develop models for surgical tool tracking and motion analysis (inferred from domain, verify after download)
Strengths
- Published on Kaggle, a platform with established data hosting and versioning.
Limitations
- Metadata is minimal; actual content requires verification after download.
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count, file formats, and data size are unknown, which may limit suitability assessment.
Provenance
- Source
- Kaggle
- Collection Method
- Likely extracted from the Cholec80 video dataset.
- Time Range
- null
- Freshness
- Last updated date is unknown; freshness unverified.
- Geography
- null