Computer Vision Solutions
Computer vision for object detection, visual inspection, video analytics, and OCR — built for real-world reliability and scale.
Get StartedWidelly builds production-grade computer vision solutions that enable machines to see, understand, and act on visual data. From object detection and image classification to video analytics and visual inspection, our CV systems deliver human-level (or better) visual perception for industrial, commercial, and consumer applications.
Our computer vision engineers combine deep learning architectures (CNNs, Vision Transformers, YOLO, SAM) with domain expertise to build systems that work reliably in real-world conditions — handling lighting variations, occlusion, scale changes, and edge cases.
Key Capabilities
Object Detection & Tracking
Real-time detection and tracking of objects, people, vehicles, and custom targets in images and video streams.
Visual Quality Inspection
Automated defect detection in manufacturing with sub-pixel precision and real-time processing.
Video Analytics
Intelligent video processing u2014 counting, behavior analysis, anomaly detection, and event recognition.
OCR & Document AI
Optical character recognition with structured data extraction from any document type or format.
3D Vision & Depth
Stereo vision, point cloud processing, and 3D reconstruction for spatial understanding.
Real-World Use Cases
Manufacturing QC System
Visual inspection system processing 100K+ parts daily with 99.5% defect detection rate, running on edge GPUs.
Retail Analytics Platform
In-store video analytics tracking foot traffic, dwell time, and customer behavior patterns for 50+ locations.
Document Digitization
OCR + layout analysis system processing 1M+ pages monthly for a financial services firm with 99.8% character accuracy.
AI-Powered vs Traditional Approach
| Aspect | Traditional | AI-Powered |
|---|---|---|
| Inspection Speed | Manual: 1-2 items/second | AI: 10-30 items/second at higher accuracy |
| Consistency | Human fatigue and subjectivity | 100% consistent 24/7 operation |
| Defect Detection | 70-85% detection rate | 99%+ detection with sub-pixel precision |
| Scalability | Linear cost per inspector/location | One model deploys to unlimited locations |
Business Benefits
Automation
Replace manual visual inspection and monitoring tasks with tireless, consistent AI systems.
Quality Improvement
CV catches defects and anomalies that human inspectors miss, especially at production line speeds.
Safety & Security
Automated monitoring for safety compliance, intrusion detection, and workplace hazard identification.
Scalability
Deploy across unlimited cameras and locations u2014 one model serves all, with edge optimization.
Implementation Process
Visual Requirements
Define detection targets, accuracy requirements, and deployment environment constraints.
Data Collection
Capture and annotate training images with active learning for efficient labeling.
Model Development
Train and validate CV models with cross-validation and real-world testing.
Edge Deployment
Optimize for target hardware and deploy with monitoring and drift detection.
Technology Stack
Frequently Asked Questions
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