Detection and tracking
Object, person, vehicle, and event detection pipelines tuned for live environments and operational throughput.
Computer Vision
Production computer vision for live operations
Turn camera and image streams into measurable actions across facilities, mobility networks, checkpoints, and industrial workflows.
Realtime detection, tracking, OCR, and recognitionEdge, on-premise, or centralized deploymentHuman review loops for sensitive decisions
What we build
Recognition and OCR
Face recognition, license plate recognition, and visual text extraction where identity or document context matters.
Inspection and compliance
Automated checks for quality, safety, equipment state, and process compliance with review support when needed.
Video pipeline optimization
Inference, routing, and storage strategies that fit your camera topology, latency budget, and infrastructure limits.
Typical use cases
Traffic and access monitoring
Vehicle flow, checkpoint analytics, parking operations, and controlled entry workflows.
Safety and perimeter awareness
Event detection, person tracking, and alerting for facilities, yards, and restricted environments.
Automated inspection
Visual verification for defects, compliance states, equipment conditions, and process deviations.
Visual evidence search
Make large video archives searchable by event, object class, or recognized identity attributes.
How IMAI delivers computer vision
01
Validate against real camera feeds, false-positive risk, and hardware constraints.
02
Tune latency, throughput, and model quality for the target deployment stack.
03
Integrate alerts, review workflows, storage, and operational dashboards.
Computer vision FAQ
Can you deploy on edge devices near the cameras?+
Yes. We can optimize models and inference flows for edge devices when bandwidth, privacy, or latency require it.
How do you handle false positives in sensitive environments?+
We define thresholds, review queues, escalation logic, and measurable acceptance criteria before rollout.
Can IMAI integrate with existing VMS or alerting systems?+
Yes. We design integrations around your current camera stack, review process, and downstream systems.
Start with a scoped conversation
Planning an AI rollout or rescuing a stalled pilot?
Share the workflow, sample data, and deployment constraints. We will help you define the right scope, architecture, and validation plan.
Helpful inputs
A business process or operating problemSample video, audio, text, or documentsLatency, accuracy, security, or deployment constraints