Industrial Vision, Smart Hardware, IoT and System Integration Cases

These cases are organized by application scenario, technical modules, deliverables and delivery boundaries, helping customers assess similar project routes, required materials and acceptance criteria.

Case Directions

  • AI Vision
  • AI Algorithms
  • Industrial Software
  • System Integration
  • Smart Hardware
  • IoT
  • Domestic Platform Adaptation

AI Algorithms · Smart glasses / Edge AI / Android SDK

RK3588 Smart Glasses Offline Face Detection and Android SDK Delivery

For RK3588 Android smart glasses, Wenge delivered offline frontal/profile face detection, Android AAR SDKs, a Camera2 demo project, integration notes and checksum scripts. The case does not claim identity recognition, face libraries or person search capability.

  • RK3588
  • offline face detection
  • Android AAR
  • Camera2
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Industrial Software · Semiconductor equipment / Qt HMI / Modbus and industrial camera

Semiconductor Equipment HMI Remote Diagnosis and Stability Fix

The project addressed temperature acquisition, camera storage, preview latency and write-confirmation issues in a semiconductor equipment HMI, covering remote diagnosis, source fixes, build verification, rollback backup and acceptance records.

  • Qt/CMake
  • Modbus
  • industrial camera
  • remote diagnosis
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AI Vision · Industrial site / Smoke detection / Edge AI and GPIO linkage

RK3588 Industrial Smoke and Black-Smoke Detection System

For industrial smoke observation, the delivery covered edge smoke detection, black-smoke color classification, RTSP camera integration, MCP2221A GP0 output linkage, false-positive guards and site verification. Black-smoke classification is not a regulatory emission conclusion.

  • RK3588
  • smoke detection
  • RTSP
  • GPIO linkage
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AI Vision · Gantry yard / Synthetic samples / Vision model validation

Gantry Yard Synthetic Vision Sample Generation

Based on authorized materials, the delivery included scene screening, 48 simulation images, 4 classes and 40 AI synthetic samples, foreground pose variants and customer review documents for solution discussion and sample-expansion assessment.

  • gantry vision
  • yard image synthesis
  • sample expansion
  • vision validation
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AI Vision · Warehousing and logistics / Unloading zone / Edge AI alerts

Smart Unloading Zone Vehicle, Personnel and Cargo Control Assessment

The assessment defined vehicle-position unloading, authorized pickup and cargo carry-out events, plus a 2–4 camera layout, Jetson edge analysis, event evidence and acceptance boundaries. It remains a solution-level assessment.

  • unloading zone monitoring
  • vehicle unloading position
  • authorized pickup
  • cargo carry-out alert
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AI Vision · Manufacturing / Production-line information capture

Industrial OCR Character Recognition System

The case covers image capture, OCR recognition, result upload and quality traceability for nameplates, labels, packaging text and equipment numbers, supporting production-line data collection and system integration assessment.

  • industrial OCR
  • character recognition
  • image capture
  • MES integration
Case Summary

Smart Hardware · Mine / Workshop / Conveyor-belt environment monitoring

Infrared Vision Dust Concentration Monitoring Device

The device combines video capture, image analysis and alarm rules to monitor dust trend changes, supporting local alarms, data logging and remote reporting for site environmental monitoring.

  • infrared vision
  • dust monitoring
  • edge analysis
  • site alarm
Case Summary

Smart Hardware · Water ecology / Aquaculture / Research observation

Underwater Plankton and Algae Observation Instrument

The instrument integrates underwater imaging, lighting, sampling observation, image analysis and data transmission for water ecology monitoring, aquaculture and long-term research observation.

  • underwater imaging
  • algae observation
  • illumination structure
  • data transmission
Case Summary

IoT · Equipment networking / Edge computing / Remote operations

Industrial Edge Gateway Data Acquisition Platform

The platform supports multi-protocol device access, edge buffering, rule alarms and platform API synchronization to connect site equipment data with business management systems.

  • edge gateway
  • Modbus
  • MQTT
  • data acquisition
Case Summary

Domestic Platform Adaptation · Domestic OS migration / Xinchuang deployment

Domestic Linux Terminal Adaptation Project

The project covers application migration, driver debugging, system trimming, compatibility verification and deployment documentation for domestic Linux terminal implementation.

  • domestic Linux
  • Xinchuang adaptation
  • driver debugging
  • compatibility verification
Case Summary

System Integration · Mobile inspection / Video capture / Location upload

Smart Urban-Management Mobile Inspection Terminal

The terminal integrates camera, processor, GPS positioning, communication module and night-vision capability for mobile inspection, field supervision, video capture, location records and data upload.

  • mobile terminal
  • video capture
  • GPS positioning
  • wireless data
Case Summary
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