# NVIDIA PhysicalAI-Traffic-Anomaly-Reasoning

From the catalogue. Listed by one researcher from one source page.

- id: `nvidia-physicalai-traffic-anomaly-reasoning`
- kind: language and reasoning annotation
- robot or device: traffic and dashcam video (class: sensor only)
- how collected: curated video QA
- size as stated: 10K to 100K samples
- hours: not stated | hours only claimed: none | episodes: not stated
- year: 2026
- organisation: NVIDIA
- licence: CC BY 4.0 (class: open)
- access: open (class: open)
- link (dataset): https://huggingface.co/datasets/nvidia/PhysicalAI-Traffic-Anomaly-Reasoning
- Hugging Face repository: `nvidia/PhysicalAI-Traffic-Anomaly-Reasoning`, 1,083 downloads in 30 days, https://huggingface.co/datasets/nvidia/PhysicalAI-Traffic-Anomaly-Reasoning
- download links of one episode: https://datasets.gurasees.com/episodes/nvidia/PhysicalAI-Traffic-Anomaly-Reasoning.md?episode=0

Confirm the licence at the link before relying on it.