Parcel detection and tracking
Detects parcel position, velocity, orientation, and identity as parcels move through the sorting cell.
Rolled-up cost
p50 24,150 (range 13,225–47,380) RMB Cost coverage complete
Coverage gap: 0 of 9 subsystems lack cost data
Earliest cost as-of: 2025
Bottom-up sum of subsystem cost metrics with a 15% per-layer integration overhead. Subsystems missing cost data contribute 0 — see coverage gap below.
Candidate manufacturers / investable exposure
candidate organizations linked by manufactured_by; unreviewed entries are not confirmed market leaders
- HikrobotChina industrial camera shipment share: 35.14 % · Public listing exposure: Hikvision 002415.SZ subsidiary
Investor relevance: direct exposure to camera and code-reading components through Hikvision 002415.SZ rather than an independently listed Hikrobot ticker; market-share data is product-specific and older. listing backfill 2026-06-10 (agent, needs review)
- KEYENCEPublic listing: 6861.T
Investor relevance: spans perception and safety; numeric share estimates are weak-source and omitted in this candidate. listing backfill 2026-06-10 (agent, needs review)
- CognexPublic listing: CGNX · FY2025 revenue: 994.359 USD million
Investor relevance: direct exposure to smart cameras and code readers; exact parcel-cell share is unverified. listing backfill 2026-06-10 (agent, needs review)
Required Modules
- Industrial area-scan camera
- Conveyor speed encoder tracking
Key Metrics
- Parcel detection and tracking costas of: 2025Current: p50 10,000 (range 5,000–18,000) RMB
Bottlenecks
None.
- Parcel detection and tracking cost — 2025 estimateType: internal noteStatus: unreviewedconfidence: lowSource: Internal industry-range estimate (ralph iter 18)Date: 2026-05-07
Rough 2025 cost-allocation range for parcel detection-and-tracking software components (detection model integration, parcel pose tracker, conveyor-coordinate pipeline) attributable to one cell. Hardware compute is captured separately under vision_processing_compute.
Limitations: Auto-generated during ralph iter 18 cost-research backfill. Proprietary model training and labelling cost not allocated here.
- Source: ABB RoboticsDate: 2026-06-07
ABB describes an AI-powered parcel inductor module for CEP operations and claims peak performance around 1,500 picks per hour with picking accuracy above 99.5%.
Limitations: Vendor product page. Peak pick-rate and picking-accuracy claims are not the same as sustained parcel-sorting throughput, total sort accuracy, jam rate, or field acceptance for the 300,000 RMB v0 cell.
- Source: Wayzim TechnologyDate: 2026-06-07
Wayzim describes a smart-camera and high-speed six-axis robotic parcel infeed system, with claimed infeed efficiency of at least 1,500 pph, double-parcel grasp rate at or below 0.1%, and grasp success rate at or above 99%.
Limitations: Vendor page and infeed-only benchmark. Grasp success and double-parcel rate are proxies for exception risk, not reviewed site-level jam or intervention rates.
- Source: CognexDate: 2026-04-27
Describes core machine-vision components such as lighting, lens, image sensor, processor, and communication elements, supporting the decomposition of parcel label recognition hardware.
Limitations: Machine-vision vendor source; supports component structure but not parcel-specific no-read rates, glare/occlusion performance, or 300,000 RMB BOM fit.