Inputs to provide
Object samples, field of view, speed, occlusion, coordinate tolerance and downstream interface.
AI Vision & Edge Intelligence
Object counting, positioning and tracking
Develop a vision module for item counting, presence checks, calibrated coordinates or movement tracking.
Scoped deliverables
Detection or tracking module, calibration procedure, interface documentation and integration example.
Acceptance method
Check count error, detection rate, coordinate error, tracking continuity and latency under agreed conditions.
Scope boundaries
Robot motion planning and safety certification are separate; coordinate accuracy requires calibration.
From review to delivery
- 01Requirements and material review
- 02Proof of concept or prototype
- 03Development, integration and testing
- 04Deployment, pilot production and maintenance
We review materials before confirming scope, price, schedule and acceptance in writing. Metrics depend on agreed hardware, samples and operating conditions. Hardware, third-party licenses, certification, site work and ongoing operations are confirmed separately.
Related project material
Port and Gantry Vision Data Simulation Case | SinovantaThese projects provide application context; they do not establish validation for every device or operating condition.
Discuss this service
We review the materials and scope before confirming a quotation and implementation schedule.