Security & Surveillance
Intrusion detection, object tracking, and real-time video stream analysis for enhanced security monitoring.
- Intrusion detection
- Object tracking
- Real-time video analysis
AI Computer Vision
Deep Learning Algorithms in Computer Vision.
AI Computer Vision is a branch of artificial intelligence that allows computers to extract meaningful information from digital images, videos, and other visual inputs, enabling them to make decisions or recommendations. We leverage our expertise and passion to create custom AI solutions for your complex image processing and analysis needs.
Discuss your projectAffiliated Products
Face SDK
Cross-platform face recognition library — detection, liveness, identification. C, Python, Java, Swift and more.
→MicroFace SDK
Optimized face recognition engine for embedded systems and resource-constrained devices.
→MicroFinger SDK
Lightweight fingerprint recognition SDK for embedded platforms with minimal memory footprint.
→Build. Optimize. Deploy.
A proven 6-step process from requirements to continuous improvement — delivering robust, production-ready AI systems.
01
Understanding Your Needs
Thorough analysis of requirements, objectives, and constraints. Business needs assessment, technical feasibility evaluation, and scope definition.
02
Data Collection & Preprocessing
Gathering diverse image datasets, cleaning, preprocessing (resizing, normalizing, augmenting), and proper labeling and annotation.
03
Feature Extraction
Using SIFT, HOG, and CNN (Convolutional Neural Networks) for hierarchical feature learning from visual data.
04
Model Training
Architecture selection, model training on curated datasets, hyperparameter optimization for robust, scalable results.
05
Deployment
Multi-platform deployment (cloud, edge devices), processing pipeline optimization, and real-time performance assurance.
06
Testing & Monitoring
Extensive testing under diverse conditions, user feedback incorporation, continuous refinement, and model improvement based on new data.
Technologies & Capabilities
A complete stack of computer vision techniques — from classical algorithms to state-of-the-art deep learning models.
Object Detection
Real-time detection and classification of multiple objects in images and video streams using YOLO, SSD and transformer-based architectures.
Image Segmentation
Pixel-level understanding of scenes with semantic and instance segmentation for precise object delineation and scene parsing.
Optical Character Recognition
Accurate text detection and recognition in complex scenes, documents, and constrained environments for data extraction pipelines.
Pose Estimation
Human body, hand and facial landmark detection for gesture recognition, activity analysis and ergonomic monitoring applications.
Anomaly Detection
Unsupervised detection of visual defects, outliers and abnormal patterns in manufacturing, security and medical imaging.
Depth Estimation
Monocular and stereo depth estimation for 3D scene reconstruction, obstacle avoidance and spatial awareness on embedded platforms.
Proven Results
Our face recognition technology — a direct application of our computer vision expertise — is independently evaluated by NIST and deployed at scale worldwide.
0.002
False Non-Match Rate
At FMR = 0.000001 on NIST FRTE Mugshot-Mugshot — among the best accuracy/speed tradeoffs evaluated.
NIST FRTE 1:1 — id3_009
9 ms
Face Recognition on Mobile
Full detection + extraction pipeline on iPhone 12 — real-time performance without compromise on accuracy.
Tested on iPhone 12
45 ms
1M-face Identification
One-to-many search across 1 million face templates in under 50 ms — enabling large-scale ABIS deployments.
NVIDIA GTX 1080 Ti
148 B
Template Size
Face template under 148 bytes — among the smallest on the market, enabling deployment on the most constrained hardware.
MicroFace SDK
Why id3 Technologies
25+ years of biometric and computer vision R&D — delivering production-grade AI where others stop at prototypes.
25+
Years of R&D
Deep expertise in computer vision, biometrics and embedded AI since 1998 — solving real-world problems, not just benchmarks.
NIST
Certified Algorithms
Our algorithms are independently evaluated and ranked by NIST — a guarantee of accuracy and reliability at scale.
Edge
First Approach
Specialized in deploying AI on constrained hardware — MCUs, NPUs, mobile — without sacrificing performance.
Full
Stack Ownership
From dataset curation to deployment and monitoring — we own the entire pipeline and deliver complete, maintainable solutions.
Application Domains
From security to healthcare, our computer vision solutions are deployed across demanding real-world environments.
Automotive
Driving assistance systems, pedestrian detection, and traffic sign recognition for safer transportation.
- Pedestrian detection
- Traffic sign recognition
- Driver assistance
Healthcare
Medical image analysis, early disease detection, and tumor growth monitoring for improved diagnostics.
- Medical image analysis
- Early disease detection
- Tumor monitoring
Industry
Quality control processes, process automation, and predictive maintenance for manufacturing efficiency.
- Quality control
- Process automation
- Predictive maintenance
Get started with our technologies.
Contact us to learn more about our biometric and security solutions and discover how it can transform your products and services. With id3 Technologies, step into a world where technology meets security, innovation, and reliability.
Contact us