How much training data do we need?

For specialized defect detection, typically 500-2000 annotated images. For more general vision tasks, transfer learning can work with fewer examples. We handle data annotation and augmentation to maximize your existing dataset.

Can your models handle challenging lighting or image quality?

Yes. We train models to work in low light, with motion blur, and poor focus by augmenting training data and using robust architectures. This makes them production-ready for real factory or field conditions.

How do you handle privacy for facial recognition systems?

We can deploy face detection and biometric systems entirely on-premise or using privacy-preserving approaches like edge processing. No images are ever stored or transmitted unnecessarily.

What computer vision frameworks do you use?

We work with YOLO, Faster R-CNN, Vision Transformers, and specialized medical imaging models depending on the task. We choose the architecture that balances accuracy, latency, and resource consumption for your deployment.

Do you provide ongoing model maintenance?

Yes. We monitor model performance and retrain periodically as your data distribution evolves. We can automate retraining pipelines so models improve automatically as you collect new edge cases.

AI & Intelligent Engineering

Advanced Computer Vision & Visual Intelligence that Inspects, Detects & Tracks

Automating visual inspection, object detection, and spatial intelligence with custom vision models that run in real time on the edge, catching defects, tracking objects, and reading documents faster than any manual review.

Talk to an Expert

Start your project with us

Beyond Human Sight

Machines can now 'See' with more accuracy and consistency than humans, and they never blink, tire, or look away. From defect detection on a factory floor to object tracking in a warehouse to document reading in the back office, vision models turn raw pixels into decisions your systems can act on instantly. We build that capability end to end: annotating your data, training models on your specific visual domain, and deploying them on the edge or in the cloud. We build the eyes for your business.

The Old Way

Manual Inspection

The Intelegencia Way

Vision Intelligence

Human Fatigue & Error

24/7 Tireless Accuracy

Slow Processing Speed

Millisecond Detection

Limited Scale

Massive Spatial Scale

Subjective Quality

Objective Quantified Quality

Inconsistent Data

Infinite Visual Memory

Object Detection & Tracking

We build models that identify and track thousands of objects in real-time, providing deep spatial analytics. Our vision systems run efficiently on edge devices, delivering sub-100ms latency for high-volume video streams without cloud dependencies. Whether you need to track inventory on a warehouse floor, monitor crowds in a retail space, or maintain security surveillance, we handle the annotation, training, and deployment. We provide 'Eyes That Never Sleep.'

Real-time Inventory Tracking

Security Anomaly Detection

Facial Biometrics

Spatial Occupancy Analytics

Gesture Control

Defect Detection & Quality Inspection

Microscopic defects cost millions. We train specialized computer vision models to detect surface flaws, cracks, misalignments, and assembly errors that human inspectors miss. Our models learn from your historical defect data and catch new anomalies in real-time, flagging problems during production before they reach customers. We integrate directly with your manufacturing line sensors and robotic arms for automated quality gates. We build 'Unseen Quality Control.'

Microscopic Flaw Detection

Automated Defect Classification

Production Line Integration

Adaptive Learning from New Defects

Statistical Quality Dashboards

OCR & Document AI

Transform paper into data. We deploy advanced OCR (Optical Character Recognition) systems that read handwritten forms, invoices, medical charts, and legal documents with near-human accuracy. Our models handle multiple languages, rotated text, and poor image quality that standard OCR systems fail on. We integrate the extracted data directly into your databases and workflows, eliminating manual data entry. We provide 'Paper-to-Structured-Data Pipelines.'

Handwriting Recognition

Multi-Language Support

Table & Form Extraction

Signature Verification

Automated Document Classification

Visual Precision

Vision Focus

Specialized vision modules for defect detection, document AI, medical imaging, and security monitoring, delivering perception at scale on edge devices and cloud systems.

Defect Detection

Finding microscopic flaws in manufacturing.

OCR / Document AI

Reading text from any physical or digital image.

Medical Imaging

Assisting doctors with AI-powered scan analysis.

Security Vision

Identifying threats in high-traffic environments.

Medical & Specialist Vision Systems

High-stakes domains demand specialized models. We build custom vision systems for medical imaging (CT, X-ray, ultrasound analysis), satellite imagery analysis, and specialized inspections where accuracy must exceed human radiologists or domain experts. Our models are trained, validated, and explainable, so clinicians and specialists trust the outputs. We handle compliance with HIPAA and FDA regulations for healthcare deployments. We deliver 'Trustworthy Specialist Vision.'

Medical Imaging Analysis

HIPAA-Compliant Deployment

Explainable AI Outputs

Specialist Domain Validation

High-Accuracy Benchmarking

The Path to Sight

Our Vision Roadmap

Five steps that move you from image analysis to edge-deployed vision systems, covering dataset preparation, architecture selection, training, edge optimization, and continuous improvement.

Image Audit

Analyzing the quality of your visual datastreams.

Architecture

Choosing CNNs, Transformers, or specialized models.

Dataset Training

Annotating and training on your specific visual domain.

Edge Integration

Deploying models onto cameras or mobile devices.

Continuous Loop

Updating models with new edge-case visual data.

Measured Performance. Proven Growth.

0 fps

Detection Speed

Error Rate

Accuracy

0 ms

Latency

Frequently Asked Questions
About Advanced Computer Vision & Visual Intelligence

Here you will find answers to questions we get asked the most about our offerings.

Yes. We optimize models to run on 'Edge Devices' like NVIDIA Jetson or directly on mobile phones for maximum privacy and speed.