Auditorium Graduation Ceremony Human Pose Detection Video
#pose detection #behavior recognition #video analysis #pose recognition #behavior analysis #video surveillance
- 500 records
- 1.3G
- MP4
- CC-BY-NC-SA 4.0
MOBIUSI INC
Updated:2026-02-04
AI Analysis & Value Prop
In the current fields of video surveillance and behavior recognition, accurately detecting and analyzing human poses is a key challenge. Existing pose detection technologies perform poorly in complex backgrounds and multi-person environments, and require high real-time performance. This dataset aims to address the need for accurately detecting and recognizing various human poses and behaviors in auditoriums, schools, and other scenarios. The dataset was collected during real graduation ceremonies using high-definition camera equipment to ensure video quality. To improve the accuracy of annotations, multiple rounds of annotation and consistency checks have been conducted, followed by expert team review. The annotation team consists of 10 experts in the fields of computer vision and behavior analysis. Data preprocessing includes video clipping, frame alignment, and noise filtering, with storage in a frame-by-frame manner for analysis convenience.
Dataset Insights
Sample Examples
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| duration | string | Duration |
| quality | string | Resolution |
| frame_rate | float | The number of frames displayed per second in the video. |
| total_frames | int | The total number of frames contained in the video. |
| primary_color | string | The color that occurs most frequently throughout the video. |
| scene_changes | int | The number of scene transitions within the video. |
| average_brightness | float | The overall average brightness of the video's images. |
| motion_intensity | float | The average intensity of detected human motion in the video. |
| dominant_pose | string | The most frequently occurring human pose category in the video. |
| person_count | int | The number of people detected in the video. |
| pose_variation | float | The average frequency of pose changes detected in the video. |
Compliance Statement
| Authorization Type | CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike) |
| Commercial Use | Requires exclusive subscription or authorization contract (monthly or per-invocation charging) |
| Privacy and Anonymization | No PII, no real company names, simulated scenarios follow industry standards |
| Compliance System | Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs |
Frequently Asked Questions
- What research fields is this dataset suitable for?
- The Auditorium Graduation Ceremony Human Pose Detection Video Dataset is suitable for human pose detection tasks in general daily activities, especially for research in the fields of computer vision, artificial intelligence, and related areas.
- What is the scene of the videos included in the dataset?
- The videos included in the dataset are from the scene of an auditorium graduation ceremony, suitable for studying various human pose detection tasks.
- How can this dataset be used to improve human pose detection performance?
- Researchers can use the video data from the auditorium graduation ceremony to train models that enhance the precision and accuracy of human pose detection in similar crowded scenes.
- Why is the dataset suitable for human pose detection in everyday scenes?
- Because the dataset is sourced from real auditorium graduation ceremony scenes, it provides diverse and authentic human pose data, which is highly applicable for human pose detection in everyday scenes.
- What types of computer vision tasks can this dataset be used for?
- This dataset can be used for various computer vision tasks, such as human pose estimation, action recognition, and behavior analysis.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2026,
title={Auditorium Graduation Ceremony Human Pose Detection Video},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/2ae2689c920ed57e373e6e7fd10b8e5a},
urldate={2026-02-04},
keywords={human pose detection, video analysis, behavior recognition, auditorium graduation ceremony video},
version={1.0}
}Using this in research? Please cite us.
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