Object detection, OCR, defect inspection, and real-time video analytics engineered for messy real-world footage — not curated demo datasets.
About This Service
Computer vision demos are easy. Computer vision that holds up on a factory floor with bad lighting, a warehouse camera with motion blur, or a mobile phone photo of a damaged product is hard. iMOBDEV builds vision systems for exactly those conditions: real-time object detection and tracking, OCR and document extraction pipelines, defect and quality inspection for manufacturing, and video analytics for retail and security. We handle the unglamorous parts that make vision systems reliable in production — data augmentation for lighting and angle variance, edge deployment for low-latency inference, and continuous retraining as camera hardware or environments change. Every project starts with your actual footage, not a public benchmark dataset.
What's Included
A full breakdown of every deliverable — no hidden extras, no scope surprises.
Real-time detection and multi-object tracking using YOLOv9, Detectron2, and custom-trained models
Extract structured data from invoices, IDs, forms, and scanned documents with layout-aware OCR
Automated visual quality control on production lines, catching defects human inspectors miss at speed
Real-time video pipelines for footfall counting, anomaly detection, and security event alerting
Pixel-level segmentation and depth estimation for robotics, AR, and medical imaging applications
Optimized models running on-device via TensorRT, Core ML, and TFLite for offline, low-latency inference
Why Work With Us
We fine-tune on your actual cameras, lighting, and edge cases — the difference between a demo and a deployed system.
Model optimization and hardware-aware quantization get inference under your latency budget, even on edge devices.
We report precision, recall, and false-positive rates on your validation set — not cherry-picked demo clips.
Cameras get replaced, lighting changes, seasons shift. We build retraining pipelines so accuracy doesn't silently decay.
Cloud GPU, edge device, or mobile — we deploy where your latency and cost constraints actually require.
Deep dive into your goals, users, and constraints. Deliverable: detailed project brief and technical specification.
System architecture, API contracts, UI/UX wireframes reviewed with your team before a line of code is written.
2-week sprints with daily standups. Working software demonstrated every sprint — full visibility throughout.
Automated unit and integration tests plus manual QA each sprint. Zero critical bugs shipped to production.
CI/CD pipeline, cloud provisioning, zero-downtime deployment. Launch day is never a surprise.
Post-launch monitoring, performance optimization, and ongoing feature roadmap execution.
Engagement Models
Three ways to engage — pick what fits your project, timeline, and budget.
One or more senior developers assigned full-time to your project — embedded in your workflow, shipping on your timeline.
Pay as you go. Ideal for short bursts, quick iterations, or when scope is still taking shape.
Defined scope, locked budget, predictable delivery date. No surprises — just a clear SOW and milestone sign-offs.
Free consultation · No commitment · Response within 1 business day
Industries
We bring deep domain knowledge across every major industry vertical — not just technical execution.
We don't retrofit AI; we design for it from day one — architecture, data, and UX.
Agile sprints with clear milestones, transparent reporting, and zero deadline surprises.
No hidden costs. Fixed-price or dedicated team models — you choose what fits.
India-based delivery excellence with US and UAE client engagement offices.
ISO 27001-compliant, NDA-ready, GDPR-aware — secure by design at every layer.
We're a long-term partner, not a one-and-done vendor. We grow as you grow.
Client Stories
“iMOBDEV delivered our AI-powered fintech app 2 weeks ahead of schedule. The quality is exceptional — it feels like a product from a top Silicon Valley company.”
Sarah Mitchell
CTO, PayEdge Finance
Insights
Let's Build Together
Tell us what you're building. Our team will review your requirements and get back to you with a detailed approach — no generic proposals, no overselling.
4.9/5
Clutch Rating
200+
Happy Clients
17+
Years Experience
