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Community-Based Fall and Squatting Behavior Recognition Image Dataset
Synthetic Images & Vision Datasets
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£8,000
About
Description
This dataset focuses on typical human posture recognition tasks in elderly-friendly communities and public spaces, with particular emphasis on fall, squatting, and standing states.
Data collection covers multiple environment types, including mixed indoor and outdoor scenarios, complex ground materials, and various occlusion and interference factors. Subjects span different age groups, and some samples include assistive devices such as walking canes or shopping bags.
The dataset is suitable for fall detection, human posture recognition, and multi-target behavior modeling tasks.
This dataset contains over 20,000 high-quality annotated images. The estimated price is approximately €8,000, and can be adjusted based on delivery format, licensing scope, and customization requirements.
Keywords:
fall detection, squatting recognition, multi-pose classification, community behavior analysis, elderly-friendly design, human detection in surveillance
Application Scenarios:
- Human behavior recognition module training for community safety surveillance systems
- Fall detection and emergency response AI model development
- Abnormal posture detection and assisted care systems
- Human classification and tracking model construction in multi-target scenes
Environment Types:
Indoor: elderly activity rooms (with tables and chairs), corridors, underground parking garages
Outdoor: community plazas (paved ground)
Collection Conditions:
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Lighting: natural lighting
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Camera View: overhead view (15°–45° tilt), camera height 3.5–5 meters
Target Classes: Fall,Squatting,Standing
Sample Statistics:
Total Samples: 20000
Occlusion Ratio: 20%+
Population Diversity: includes children and elderly individuals
Image Parameters:
Resolution: 1280 × 720
Color Space: RGB
Image Format: JPEG / PNG
Sample Images：
Additional Notes & Services
- Usage Policy: Please adhere to all ethical standards and privacy regulations. Preprocessing may be required.
- Actively Maintained: This dataset is continuously updated. Contact us for the latest version.
- Full Customization Available: We can tailor image formats, annotations, and other specs to your project needs.
- Flexible Delivery: We offer split packages and delivery via private server or cloud storage.
- Free Sample Package: Available for qualified buyers to verify data quality.
- Contact Us: For inquiries, customization, or samples, email us at contact4data-project@join-intelligence.com
- Explore All Datasets: Visit our Notion Collection
- Official Website:https://join-intelligence.com/
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£8,000
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