AI Vision Systems

See the World Through AI Eyes

We build production-grade computer vision systems — from image classification and object detection to OCR, facial recognition, and real-time video analytics for industrial and commercial applications.

40+

CV Projects

99%

Detection Accuracy

Real-Time

Processing

CV Capabilities

Our Computer Vision Development Services

Every computer vision capability your business needs.

Image Classification

Deep learning models that classify images into categories with high accuracy — for quality control, content moderation, and more.

Object Detection

Real-time detection and localisation of objects in images and video using YOLO, Faster R-CNN, and custom architectures.

OCR & Document Processing

Extract text from images, PDFs, and documents with high accuracy — including handwritten text and complex layouts.

Facial Recognition

Face detection, recognition, and attribute analysis for access control, attendance, and personalisation applications.

Video Analytics

Real-time video analysis for crowd counting, behaviour detection, anomaly detection, and safety monitoring.

Industrial Vision

Automated visual inspection, defect detection, and quality control systems for manufacturing and production lines.

CV Development

How We Build Computer Vision Systems

A rigorous ML development process tailored for computer vision applications.

01

Problem Definition

We define the vision task, success metrics, and data requirements — ensuring we build the right solution for your use case.

02

Data Collection & Labelling

We help collect, annotate, and augment training data — the foundation of every high-performing computer vision model.

03

Model Development

We train, evaluate, and optimise models using PyTorch and TensorFlow, iterating until we achieve target accuracy.

04

Deploy & Integrate

We deploy models as APIs or edge-optimised packages, integrating with your cameras, systems, and workflows.

FAQ

Frequently Asked Questions

Can computer vision work in real time?
Yes. We optimise models for real-time inference using TensorRT, ONNX, and edge deployment on GPUs and specialised hardware.
How much training data do I need?
It varies by task. Object detection typically needs thousands of labelled images; classification can work with hundreds. We advise on data requirements during discovery.
Can you deploy computer vision on edge devices?
Yes. We deploy optimised models on NVIDIA Jetson, Raspberry Pi, and other edge devices for low-latency, offline-capable vision systems.
What industries do you serve with computer vision?
Manufacturing, healthcare, retail, agriculture, security, logistics, and construction — any industry where visual inspection or monitoring adds value.
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Related Services

Why Arnnima Solution

Why Businesses Choose Us for Computer Vision Development

We combine deep technical expertise, agile delivery, and a genuine commitment to your success — making us the partner of choice for Computer Vision Development across India and globally.

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  • Custom computer vision models trained on domain-specific image and video datasets
  • Real-time object detection and tracking at 30+ FPS on edge hardware
  • Defect detection systems achieving 99%+ accuracy in quality control applications
  • Facial recognition and biometric solutions with liveness detection for security
  • Medical imaging AI for radiology, pathology, and diagnostic assistance
  • Edge AI deployment on NVIDIA Jetson, Raspberry Pi, and custom FPGA hardware
Technologies

Our Technology Stack

We use industry-leading tools and frameworks to deliver robust, scalable Computer Vision Development solutions.

CV Frameworks
OpenCV YOLO v9 TensorFlow PyTorch
Models
ResNet EfficientDet SAM CLIP
Edge & Cloud
NVIDIA Jetson AWS Rekognition Azure Vision GCP Vision
Industries

Industries We Serve with Computer Vision Development

Our Computer Vision Development solutions are trusted by businesses across diverse sectors.

Manufacturing & QC

Healthcare & Diagnostics

Security & Surveillance

Retail & Inventory

Logistics & Warehouse

Agriculture

Client Stories

What Our Clients Say About Our Computer Vision Development

Real results from real businesses who trusted Arnnima Solution with their Computer Vision Development needs.

"Arnnima's defect detection CV system reduced our quality control false-negative rate from 3.2% to 0.1%. The ROI was positive within the first production month."
Shyam KumarPlant Director, AutoPart Manufacturing
"The medical imaging AI they built assists our radiologists in flagging potential anomalies. Early clinical trials show a 23% improvement in detection sensitivity."
Dr. Priya NairHead of Radiology, City Hospital
"Real-time CCTV analysis with instant alert generation — Arnnima delivered a security CV system that processes 64 camera feeds simultaneously on a single server."
Mark EvansSecurity Director, LogiHub UK

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Let's build something great together. Talk to our experts today — free consultation, no commitment.

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