See the World Through AI
Deploy intelligent vision systems that detect, classify, and analyze visual data in real-time. From quality control to autonomous systems, we build production-ready computer vision solutions.
Computer Vision Solutions We Build
From object detection to video analysis, we build vision systems that work in real-world environments.
Object Detection & Tracking
Identify, locate, and track objects in real-time across video streams and images.
- Real-time processing
- Multi-object tracking
- Custom trainable models
Face Recognition & Emotion
Detect faces, verify identity, and analyze emotions for security and personalized experiences.
- Biometric face matching
- Emotion analysis
- Liveness detection
Image Segmentation & Modeling
Separate images into meaningful regions for detailed analysis and understanding.
- Semantic segmentation
- Instance segmentation
- Background removal
Visual Defect Inspection
Automate quality control with precise defect detection in manufacturing and production.
- Anomaly detection
- Micron-level inspection
- Real-time alerts
Optical Character Recognition (OCR)
Extract text from images, documents, and scenes with multi-language support.
- Handwritten & printed text
- Structured & unstructured text
- 100+ languages
Video Analysis
Process and extract insights from video content for security, surveillance, and analytics.
- Event detection
- Crowd analysis
- Behavior detection
Why Traditional Vision Systems Fail
Legacy vision systems struggle with varying lighting, occlusion, and complex scenarios—leading to unreliable results.
Traditional computer vision approaches fail with:
Accuracy drop in poor lighting
False positive rate in complex scenes
Time to train traditional systems
How We Build Vision Systems
We use deep learning and advanced neural networks to build robust, accurate vision systems.
Data Collection & Annotation
Gather and label diverse visual data representing your use case.
Model Architecture Design
Select and customize neural network architectures for optimal performance.
Training & Validation
Train models with data augmentation and validate on real-world scenarios.
Edge & Cloud Deployment
Deploy on edge devices or cloud for real-time or batch processing.
Technologies We Use
We build with industry-leading computer vision and deep learning frameworks.
Technical content available in English
TensorFlow & Keras
Google's open-source deep learning framework for building and deploying vision models at scale.
Why We Use It
- Production-ready deployment options
- Pre-trained models and transfer learning
- Mobile and edge device optimization
- Strong community and ecosystem
Use Cases
- Object detection
- Image classification
- Segmentation tasks
Why Choose Mirchandani Technologies
State-of-the-Art Models
We use YOLO, ResNet, and Transformer architectures for maximum accuracy.
Edge Deployment
Deploy models on edge devices, cameras, and drones for real-time processing.
Custom Training
Train on your specific objects, scenarios, and use cases for superior performance.
Real-Time Processing
Process 30+ FPS for live video analysis and instant decision-making.
Multi-Modal Integration
Combine vision with other sensors and data sources for richer insights.
Continuous Learning
Models improve over time with active learning and human-in-the-loop feedback.
Industries We Serve
Manufacturing
Quality control, defect detection, assembly line monitoring
Retail
Checkout automation, inventory tracking, customer analytics
Healthcare
Medical imaging, diagnostics, surgical assistance
Security
Surveillance, threat detection, access control
Automotive
ADAS, autonomous driving, parking assistance
Agriculture
Crop monitoring, pest detection, yield prediction
Logistics
Package sorting, warehouse automation, damage detection
Construction
Safety monitoring, progress tracking, equipment detection
Your Questions Answered
Everything you need to know about our services in Dubai and UAE
What computer vision applications work best for UAE businesses?
UAE businesses achieve excellent results with facial recognition for secure access, object detection for quality control, OCR for Arabic/English document processing, and behavior analysis for security. Dubai retailers use computer vision for checkout automation, manufacturers for defect detection, and smart cities for traffic management with 95%+ accuracy.
How accurate is facial recognition in diverse UAE environments?
Our facial recognition achieves 98% accuracy across diverse demographics, lighting conditions, and wearing traditional Emirati attire. Systems work reliably in Dubai's varied environments from indoor malls to outdoor construction sites, handling multiple faces simultaneously with real-time processing at 30+ FPS for security and access control applications.
Can computer vision process Arabic text and documents?
Yes, our OCR technology processes Arabic and English documents with 97% accuracy, including handwritten text, mixed-language documents, and complex layouts. Dubai businesses use this for automated invoice processing, contract analysis, ID card verification, and digitizing historical Arabic documents with complete Unicode support.
What's the ROI timeline for computer vision implementation in Dubai?
Dubai businesses typically achieve ROI within 8-12 months through labor cost reduction, quality improvement, and error elimination. Manufacturing facilities save 40% on quality control costs, retailers reduce checkout time by 60%, and security operations decrease monitoring costs by 50% with 24/7 automated surveillance capabilities.
How does computer vision integrate with existing security cameras?
Computer vision integrates with any IP camera or CCTV system commonly used in UAE, including Hikvision, Axis, Dahua, and Bosch. We provide edge computing options for real-time processing, cloud solutions for centralized analytics, and hybrid deployments. Integration typically takes 2-3 weeks with minimal hardware upgrades required.
What privacy protections are built into computer vision systems?
Privacy protections include automatic face blurring for non-authorized personnel, encrypted data transmission, role-based access controls, and compliance with UAE privacy laws. All facial recognition data is stored locally in UAE servers with retention policies, audit logs, and options for complete data anonymization in public spaces.
Can computer vision work in Dubai's harsh outdoor conditions?
Yes, our systems are optimized for Dubai's challenging conditions including extreme heat (50°C+), bright sunlight, sandstorms, and low-light scenarios. We use specialized cameras with IR capability, weatherproof housings, and adaptive algorithms that maintain 90%+ accuracy across all environmental conditions for outdoor applications.
What hardware is required for computer vision deployment?
Hardware requirements depend on application complexity: edge devices (NVIDIA Jetson) for real-time processing, cloud GPUs (AWS, Azure) for heavy workloads, or hybrid setups. Dubai deployments typically need 4K cameras, local processing units, and network infrastructure. We provide complete hardware recommendations and procurement support for UAE businesses.
What computer vision applications work best for UAE businesses?
UAE businesses achieve excellent results with facial recognition for secure access, object detection for quality control, OCR for Arabic/English document processing, and behavior analysis for security. Dubai retailers use computer vision for checkout automation, manufacturers for defect detection, and smart cities for traffic management with 95%+ accuracy.
How accurate is facial recognition in diverse UAE environments?
Our facial recognition achieves 98% accuracy across diverse demographics, lighting conditions, and wearing traditional Emirati attire. Systems work reliably in Dubai's varied environments from indoor malls to outdoor construction sites, handling multiple faces simultaneously with real-time processing at 30+ FPS for security and access control applications.
Can computer vision process Arabic text and documents?
Yes, our OCR technology processes Arabic and English documents with 97% accuracy, including handwritten text, mixed-language documents, and complex layouts. Dubai businesses use this for automated invoice processing, contract analysis, ID card verification, and digitizing historical Arabic documents with complete Unicode support.
What's the ROI timeline for computer vision implementation in Dubai?
Dubai businesses typically achieve ROI within 8-12 months through labor cost reduction, quality improvement, and error elimination. Manufacturing facilities save 40% on quality control costs, retailers reduce checkout time by 60%, and security operations decrease monitoring costs by 50% with 24/7 automated surveillance capabilities.
How does computer vision integrate with existing security cameras?
Computer vision integrates with any IP camera or CCTV system commonly used in UAE, including Hikvision, Axis, Dahua, and Bosch. We provide edge computing options for real-time processing, cloud solutions for centralized analytics, and hybrid deployments. Integration typically takes 2-3 weeks with minimal hardware upgrades required.
What privacy protections are built into computer vision systems?
Privacy protections include automatic face blurring for non-authorized personnel, encrypted data transmission, role-based access controls, and compliance with UAE privacy laws. All facial recognition data is stored locally in UAE servers with retention policies, audit logs, and options for complete data anonymization in public spaces.
Can computer vision work in Dubai's harsh outdoor conditions?
Yes, our systems are optimized for Dubai's challenging conditions including extreme heat (50°C+), bright sunlight, sandstorms, and low-light scenarios. We use specialized cameras with IR capability, weatherproof housings, and adaptive algorithms that maintain 90%+ accuracy across all environmental conditions for outdoor applications.
What hardware is required for computer vision deployment?
Hardware requirements depend on application complexity: edge devices (NVIDIA Jetson) for real-time processing, cloud GPUs (AWS, Azure) for heavy workloads, or hybrid setups. Dubai deployments typically need 4K cameras, local processing units, and network infrastructure. We provide complete hardware recommendations and procurement support for UAE businesses.
Ready to Build a Vision Solution?
Let's discuss your vision requirements and build an advanced system.