Computer Vision & OCR

Extract actionable data from images and documents. Custom-trained models for object detection, document processing, and visual AI - built for your specific use case.

Book a Discovery Call

Turn Visual Data into Actionable Intelligence

Your organization captures thousands of images and documents daily - but extracting value from that visual data requires more than off-the-shelf APIs. Generic solutions fail on your specific document layouts, lighting conditions, and edge cases.

We build custom computer vision and OCR systems trained on your data. Models that understand your documents, recognize your products, and handle the messy reality of production environments.

99.2%
OCR Accuracy Achieved
50ms
Avg. Inference Time
30+
CV Systems Deployed
5B+
Documents Processed
Visual Input
Images, documents, video frames
AI Processing
Detection
Extraction
Classification
Structured Output
JSON, database, API integration

Computer Vision Services

From document digitization to real-time video analysis - we build vision systems that see what matters for your business.

Object Detection & Recognition

Detect and identify objects in images and video streams. From product recognition to safety monitoring - custom models for your specific objects.

Document Processing & OCR

Extract text and data from invoices, forms, IDs, and contracts. Handle complex layouts, handwriting, and low-quality scans with high accuracy.

Image Classification

Categorize images automatically. Quality control, content moderation, medical imaging analysis - trained on your specific classification needs.

Face & Biometric Analysis

Identity verification, access control, and attendance systems. Privacy-first implementations that can run entirely on your infrastructure.

Video Analytics

Real-time analysis of video feeds. Motion detection, behavior analysis, and event recognition for security, retail, and industrial applications.

Edge Deployment

Run vision models on edge devices - cameras, IoT sensors, mobile. Optimized for low latency and offline operation where you need it.

Best-in-Class Tools

We select the right technology for your constraints - accuracy requirements, latency needs, and deployment environment.

Frameworks

PyTorchTensorFlowOpenCVONNXTensorRT

Models

YOLOSAMResNetEfficientNetCLIP

OCR Engines

TesseractPaddleOCREasyOCRAWS TextractDocling

Edge & Deployment

NVIDIA JetsonIntel OpenVINOCoreMLTFLiteTriton

Industry Applications

Computer vision solutions we've deployed across industries. Each one customized to specific visual data and accuracy requirements.

Invoice & Receipt Processing

Automate data entry from financial documents. Extract line items, totals, dates, and vendor information with high accuracy.

Quality Control & Inspection

Detect defects, measure dimensions, and ensure product quality on manufacturing lines. Catch issues humans miss.

ID & Document Verification

Verify identity documents, extract information, and detect tampering. KYC and compliance automation.

Inventory & Asset Tracking

Automated counting and tracking of products, packages, and assets. Real-time inventory visibility.

Medical Image Analysis

Assist radiologists and pathologists with AI-powered analysis. Detect anomalies and prioritize urgent cases.

Retail & Shelf Analytics

Monitor shelf stock levels, planogram compliance, and customer behavior. Optimize store operations with visual intelligence.

Why Teams Choose Arc53 for CV

Custom-Trained Models

Off-the-shelf APIs fail on your edge cases. We train models on your specific data for the accuracy you actually need.

Edge-Ready Solutions

Not every application can hit the cloud. We optimize models for edge deployment - fast inference, low power, offline capable.

Full Pipeline Ownership

You own the models, the training data, and the inference code. No vendor lock-in, no per-image API costs at scale.

Production Hardened

We build for real-world conditions - variable lighting, camera angles, image quality. Systems that work outside the lab.

Ready to Own Your AI?

Let's discuss your project. No vendor pitch - just a conversation about what you're building.

Book a Discovery Call