50 curated episodes of factory worker manipulation tasks, totaling approximately 1,800 frames. The dataset was converted from egocentric video into a LeRobot-compatible format by author msunbot1 and was last updated on November 20, 2025. It features real factory work sourced from 85 manufacturing facilities.
Use Cases
- Training robot imitation learning models based on egocentric video demonstrations of factory tasks.
- Developing and benchmarking robot manipulation policies based on the 10 discovered skill clusters.
- Analyzing factory work patterns and task complexity using the provided VideoMAE and CLIP embeddings.
Strengths
- 50 curated episodes sourced from real work in 85 manufacturing facilities.
- Includes rich annotations such as VideoMAE and CLIP embeddings.
- Converted into a standardized LeRobot v3.0 format for compatibility.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count and total dataset size are unknown, which may limit suitability assessment.
Provenance
- Source
- msunbot1 on Hugging Face
- Collection Method
- Converted from egocentric video recordings of factory work.
- Time Range
- null
- Freshness
- Last updated 2025-11-20 16:32:11; freshness should be verified.
- Geography
- null