Server Fan installation

Dataset Description:

The Server Fan Installation dataset includes internally recorded videos of server fans and power installations. The dataset includes NVIDIA internally recorded videos and was used in the 2025 GTC San Jose DLI course.

This dataset is ready for non-commercial/research and development use only.

Dataset Owner(s):

NVIDIA Corporation

Dataset Creation Date:

December 2024

License/Terms of Use:

NVIDIA Sample Data License for Evaluation

Intended Usage:

This dataset is intended to be released along with the industrial SOP monitoring training / inference blueprint. The goal is to use this dataset as a sample dataset so that users can become familiar with the industrial SOP monitoring training and inference blueprint usage.

Dataset Characterization

• Data Collection Method: Human
• Labeling Method: Human

Dataset Format

1. Videos (mp4)
2. actions.json

Dataset Quantification

1. 12 raw videos
2. 132 video chunks (generated from 12 raw videos)
   • 110 action chunks for training
   • 22 action chunks for testing
3. 1 actions.json for action definition
4. Augmented chunks and QA json pairs
   • BCQ / Golden_GQA / GQAS / MCQ

Action chunk naming convention: <action_id>_<video_name>_<duplication_cnt>_<timeline_index>.mp4 Ex: 02_Install_1_1_3.mp4 means the "first" "action 2" chunk of "Install_1.mp4" and it's the "third action" that happens in the video

Measurement of Total Data Storage: Around 5GB

Ethical Considerations:

NVIDIA believes Trustworthy AI is a shared responsibility and we have established policies and practices to enable development for a wide array of AI applications. When downloaded or used in accordance with our terms of service, developers should work with their internal developer teams to ensure this dataset meets requirements for the relevant industry and use case and addresses unforeseen product misuse.
Please report quality, risk, security vulnerabilities or NVIDIA AI Concerns here.

All sample data and assets are governed by the NVIDIA Sample Data License for Evaluation