Computer Vision
Development
We build computer vision systems that see, understand, and act on visual data — from image classification and object detection to video analytics and industrial visual inspection.
Computer vision solutions
that see & understand
From quality control cameras to medical imaging AI, we build computer vision systems that extract actionable intelligence from visual data.
Image Recognition & Classification
Deep learning models that identify objects, scenes, faces, and custom visual categories with high accuracy.
Object Detection & Tracking
Real-time object detection and tracking for surveillance, retail analytics, and autonomous systems.
OCR & Document Intelligence
Intelligent document processing with OCR, layout analysis, and structured data extraction.
Video Analytics Platforms
Real-time video analysis for crowd counting, behaviour detection, and event recognition.
Visual Quality Inspection
Automated defect detection and quality control systems for manufacturing and production lines.
Medical Imaging AI
AI-assisted diagnostic tools for radiology, pathology, and medical image analysis.
Our computer vision
development process
A data-centric approach to building computer vision systems that are accurate, robust, and production-ready.
Problem & Data Assessment
Define the vision task, evaluate image data quality, and establish accuracy requirements.
Data Collection & Annotation
Image collection, labelling, augmentation, and dataset curation for model training.
Model Development & Training
Architecture selection, transfer learning, fine-tuning, and performance optimisation.
Evaluation & Validation
Precision, recall, mAP evaluation with real-world test scenarios and edge case analysis.
Deployment & Integration
Edge, cloud, or hybrid deployment with camera integration and real-time inference APIs.
Monitoring & Retraining
Model performance monitoring, drift detection, and continuous retraining pipelines.
Why SOV for
computer vision
We combine deep learning expertise with domain knowledge to build vision systems that work reliably in real-world conditions.
State-of-the-Art Models
Experience with YOLO, ResNet, ViT, SAM, and the latest vision foundation models.
Edge-Ready Deployment
Optimised models for edge devices, cameras, and embedded systems with TensorRT and ONNX.
Privacy-First Design
On-premise deployment options and privacy-preserving techniques for sensitive visual data.
High-Accuracy Systems
Rigorous evaluation and iterative improvement to achieve production-grade accuracy.
Custom Training
Models trained on your specific domain data for superior performance over generic solutions.
Ready to build computer vision?
Let's make your systems see intelligently
Related
AI services
Explore our full AI & ML service portfolio.
All AI ServicesMachine Learning Development
Broader ML capabilities including NLP, tabular data, and time-series models.
AI Development Services
End-to-end AI application development powered by computer vision models.
Data Engineering Services
Data pipelines and infrastructure to power your computer vision training workflows.