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
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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
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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
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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