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Explore 2000+ Unbiased & Ethically sourced datasets across various AI technologies like Speech Recognition, Computer Vision, Natural Language Processing, Optical Character Recognition, Generative AI, Machine Translation, etc!

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Safety & Surveillance

Security isn’t just about monitoring - it’s about protecting what matters. FutureBeeAI empowers smarter surveillance with high-quality datasets for facial recognition, object detection, behavior analysis, and threat prediction. Together, we help create AI systems that watch over people, assets, and spaces - with accuracy, speed, and responsibility.

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AI enabled Safety & Surveillance industry
AI enabled Safety & Surveillance industry
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Heading: Building Safer Spaces with Smarter AI

AI is reshaping the future of safety and surveillance - helping organizations detect threats faster, respond smarter, and protect what matters most.

From real-time object detection and facial recognition to behavior analysis and emergency prediction, AI is making public spaces, workplaces, and homes safer and more secure. But building reliable, responsible safety solutions requires AI systems trained on diverse, high-quality, and ethically sourced data.

That’s where FutureBeeAI comes in. We provide ready-to-use datasets, custom data collection, expert annotation, and scalable crowd services to support innovators building the next generation of surveillance and security solutions. Whether you're enhancing city safety, securing businesses, or protecting communities, FutureBeeAI equips your AI models with the trusted data they need to act fast, think smart, and stay responsible.

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The AI in the video surveillance market is projected to expand from $3.90 billion in 2024 to $12.46 billion by 2030, with a CAGR of 21.3% from 2025 to 2030.

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Transformative AI Use Cases

Real-world applications of AI in the Security & Surveillance sector.

Object Detection and Threat Recognition

Face Recognition using computer vision AI

Object Detection and Threat Recognition

AI enhances surveillance by detecting objects, unusual activities, and potential threats in real time. Intelligent object detection helps security teams respond faster to intrusions, unattended items, or unauthorized access - protecting public spaces, critical infrastructure, and private properties more effectively.

Access Control and Identification

SlidTraffic & Road Safety using computer vision AIer

Access Control and Identification

Facial recognition technology streamlines secure access control and identity verification. AI analyzes facial features quickly and accurately to grant or deny access, improve attendance monitoring, and assist in locating individuals in large public or private spaces.

Behavior Analysis and Anomaly Detection

Smart Object Tracing using computer vision AI

Behavior Analysis and Anomaly Detection

AI systems monitor patterns of behavior to detect unusual or suspicious activities. By analyzing movement, posture, and group dynamics, anomaly detection technologies can alert security personnel to potential threats before they escalate - improving situational awareness and proactive response.

License Plate Recognition & Vehicle Tracking

Video Forensic using computer vision AI

License Plate Recognition & Vehicle Tracking

AI-based license plate recognition systems automate vehicle identification and tracking in real time. LPR solutions are used for access management, toll collection, stolen vehicle recovery, and traffic enforcement, making urban mobility and parking management smarter and safer.

Incident Detection

Video Forensic using computer vision AI

Incident Detection

AI-powered surveillance helps monitor large crowds for safety risks such as overcrowding, fights, or stampedes. Intelligent crowd analytics support event management, urban safety planning, and disaster response by providing real-time insights and early warning signals.

Audio Surveillance

Video Forensic using computer vision AI

Audio Surveillance

AI-enabled audio analytics can detect specific sounds like gunshots, glass breaking, or distress calls in noisy environments. Early detection through sound recognition helps authorities respond rapidly to violent incidents or emergencies, even in crowded or visually obstructed areas.

Intrusion Detection

Video Forensic using computer vision AI

Intrusion Detection

AI strengthens perimeter security by combining computer vision and sensor data to detect breaches automatically. Smart surveillance systems monitor fences, gates, and restricted zones - triggering instant alerts for unauthorized movements while minimizing false alarms.

Video Summarization

Video Forensic using computer vision AI

Video Summarization

AI simplifies video surveillance management by summarizing hours of footage into key moments and tagging important events automatically. Video summarization speeds up incident investigation, reduces manual review time, and helps security teams focus on actionable intelligence.

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Smart Object tracing
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Threat Recognition
Access Control
Anomaly Detection
Vehicle Tracking
Incident Detection
Audio Surveillance
Intrusion Detection
Video Summarization

How FutureBeeAI Can Help?

Accelerate your AI journey with FutureBeeAI’s expert data solutions - tailored for real-world impact.

Ready-to-Deploy DatasetsKeyOffering
Ready-to-Deploy Datasets
Custom Dataset CollectionKeyOffering
Custom Dataset Collection
Annotation & LabelingKeyOffering
Annotation & Labeling
Crowd <br/> SolutionsKeyOffering
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Solutions

Browse Structured Datasets in Safety & Surveillance

Train & Deploy models with more than 200+ unique real-world Speech, Video, Text, Image, and Synthetic datasets

South Asian Human Expression Image Dataset
South Asian Human Expression Image Dataset
African Human Historical Image Dataset
African Human Historical Image Dataset
South Asian Children Facial Image Dataset
South Asian Children Facial Image Dataset
Hispanic Human Face with Occlusion Image Dataset
Hispanic Human Face with Occlusion Image Dataset
Caucasian Human Selfie & ID Card Image Dataset
Caucasian Human Selfie & ID Card Image Dataset
Middle Eastern Human Selfie & ID Card Image Dataset
Middle Eastern Human Selfie & ID Card Image Dataset
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Why Choose FutureBeeAI

Privacy & Security

We ensure privacy through stringent NDAs and project anonymity while ensuring data security through most compliant servers and latest technology in our tools.

Ethical Sourcing

Our data collection approach is informed, consensual, and fair. It clearly defines the purpose of collection, data usage, and potential risks involved.

Tools

Our state of the art tools makes the data collection and dataset preparation process easy, secure, fast and cost effective for all the stack holders.

Expertise

Our expertise across generative AI, NLP, computer vision, speech recognition and more allow us to curate high-quality, large-scale datasets that align with your aspirations.

Diversity

With our exclusive SOP all our datasets are unbiased across languages, gender, age, dialects, accents, demographics and all other aspects.

High Quality

Our trained and experienced crowd network and our multi layer 100% quality assurance process ensures that our datasets consistently attain the highest standards of quality.

Data Security

Security Comes First

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FAQs

What is training dataset for Artificial Intelligence and Machine Learning?
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Datasets listed in Datastore available for Commercial use?
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Power Your AI Journey Today

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