Open Cortex FX v3: 708 Videos of Human Manual Labor by Task

708 videos depicting human manual labor and physical work, curated and annotated by Standout. The dataset is organized into 28 distinct labor categories. It was last updated on Hugging Face on December 18, 2025.

Use Cases

• Train human activity recognition models based on videos of physical work.
• Classify videos into specific labor types based on the 28 provided categories.
• Develop models for detecting and segmenting work-related content in video streams.

Strengths

• Contains 708 videos, providing a substantial collection for model training.
• Videos are carefully annotated for work-related content and categorized into 28 distinct labor types.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Last updated 2025-12-18 04:04:05; freshness should be verified.

Provenance

Source

Standout

Collection Method

Curated collection of videos, likely sourced from various recordings of human labor.

Freshness

2025-12-18 04:04:05