AI / Machine Learning / cv-01
Real-Time Object Detection Plant Floor
Turns image and video streams into automated inspection, safety, and operational intelligence.
Commercial Scale
$35,700 USD
Risk Reduced
Automation Reliability
Executive Situation
Manufacturing supervisors needed live detection of tools, bins, and safety-zone violations across camera feeds without sending all video to the cloud.
Modular Solutions Response
We trained plant-specific detectors, optimized them with TensorRT, and deployed inference to edge devices near each line. Events are deduplicated and streamed to dashboards with camera, zone, object class, and confidence metadata.
Industry
Manufacturing
Category
Computer Vision & Spatial Intelligence
Specialty
Production
Evidence Basis
Model + MLOps
parameters
43M detector
latency
24ms frame p95
training
77 GPU hours
loss
L = BCE(cls) + CIoU(box) + DFL
Enterprise Security Gate
Network Access Restricted.
Detailed files, client-specific assumptions, and delivery channels remain controlled.