
Industrial Manufacturing Solutions
Customized Complex Texture and Multi-defect Inspection Solutions
Addresses quality inspection challenges in complex texture and multi-type defect scenarios, enabling quality data accumulation and standardized evaluation for more efficient production and more stable quality.

In-depth Industry Pain Point Analysis
Industrial manufacturing faces three core pain points
Subjective manual inspection
Inconsistent standards among personnel lead to large result variations.
Poor consistency and low efficiency
Fatigue from long hours increases missed and false inspections.
Data cannot be accumulated
Manual records are scattered, making statistical analysis and continuous improvement difficult.
Customized Solutions
Customized complex texture and multi-defect inspection solutions




Implementation Cases
Real-world deployments across multiple industries and scenarios
Fully digitalized and unmanned outbound preparation management


Solution Overview
Addressing the challenges of high manual labor and large floor space for tire warehouse preparation and cleaning, this solution provides integrated automatic tire recognition, sorting, cleaning, and loading.
- 1Visual perception equipment: Precisely identifies tire barcodes, DOT numbers, OE marks, and tread lines for accurate preparation and to prevent wrong or missed shipments;
- 2Tire conveying and sorting equipment: Effectively removes non-compliant tires identified during inspection;
- 3Dust sweeping and vacuum cleaning equipment: Eliminates dust that traditionally required manual wiping;
- 4Guiding equipment: Tires automatically roll into the truck bed under guided alignment.
Solution Value
This integrated solution addresses tire outbound verification, conveying, sorting, and cleaning, helping warehouse operators save labor and floor space, prevent wrong and missed shipments to meet downstream lean management requirements, and significantly improve outbound efficiency to an average of 800 tires/h.
Solution Capabilities
Benchmark Customer Cases
Real-world deployments across industries and scenarios

Shenyang · Tires
OE Inspection + Cleaning + Loading

Hangzhou · Wafer
Visual Inspection + Defect Classification

Foshan · Marble Slabs
Precision Polishing

Shenyang · Tires
OE Inspection + Cleaning + Loading

Hangzhou · Wafer
Visual Inspection + Defect Classification

Foshan · Marble Slabs
Precision Polishing
Tsingh Technology · Smart Warehousing Value Partner Platform
Originating from Tsinghua University Computer Vision Laboratory, Tsingh Technology is a national high-tech enterprise. With our integrated architecture of vision algorithms, all-in-one smart cameras, and deep scenario fusion, we built the QT-VISIONHUB warehousing vision hub—covering inbound/outbound, putaway, sorting, loading, and cycle counting. We serve Fortune 500 companies including IKEA, P&G, Mars, and Mondelēz, delivering visible, accurate, and transparent intelligent upgrades for large warehousing and manufacturing enterprises.
Pre-sales Service
Free warehouse survey, free solution design, free on-site demo
Delivery Service
Free on-site installation, 7-day rapid go-live, free operator training
Warranty Service
1-year whole-unit warranty, 3-year core component warranty, free replacement for non-human damage
Operations Service
National three-tier O&M network, 2-hour response, 24-hour on-site repair
Upgrade Service
Lifetime free software upgrades with continuous recognition accuracy and efficiency improvements