Amid the accelerating wave of intelligent upgrades in logistics and warehousing, 3D vision guidance has emerged as a key enabler for breaking efficiency bottlenecks in handling and sorting. With precise recognition and positioning, along with strong adaptability to complex scenarios, it empowers robots with true “intelligent vision.”
Transfer Technology has been deeply engaged in the field of 3D vision, seamlessly integrating advanced technology with real-world logistics scenarios. We have successfully deployed mature solutions across six core applications, including mixed-case depalletizing, standard carton depalletizing, and bagged material handling. Backed by real data and proven case studies, we provide practical and scalable support for logistics automation transformation.
01
Mixed-SKU Carton Depalletizing
Mixed cartons, with varying sizes and irregular stacking patterns, pose significant challenges for automated depalletizing. Transfer Technology’s 3D vision system leverages high-precision point cloud recognition to rapidly capture the position and orientation of cartons of different sizes and placements, delivering accurate picking coordinates.
Supports mixed pallet recognition of multi-size cartons
Recognition accuracy: ≤ ±2 mm
Cycle time per carton: ≤ 5 seconds
Recognition rate: ≥ 99.9%
This solution is ideal for e-commerce and retail warehouses handling diverse SKUs, significantly reducing the complexity and labor involved in manual sorting.
02
Standard Carton Depalletizing
For industries such as pharmaceuticals and food, where standardized cartons are widely used, the solution balances precision and stability.
In pharmaceutical applications, the 3D vision system enables full-layer recognition, guiding robots to pick accurately while preventing product damage caused by misalignment.
Recognition rate: ≥ 99.9%
Cycle time per carton: ≤ 5 seconds
Compliant with GMP standards
For general standard carton scenarios, the system supports dual-station operation, increasing efficiency by over 3× and meeting the demands of high-throughput continuous production.
03
Bagged Material Depalletizing
Bagged materials present unique challenges due to surface wrinkles, irregular shapes, and frequent deformation such as collapse or tilting during stacking.
The 3D vision system utilizes optimized flexible algorithms to intelligently identify the best picking points. Combined with adaptive grippers, it ensures stable picking even under severe deformation conditions.
In a chemical sorting center project, the system achieved 24/7 continuous operation, fully meeting production line feeding requirements and significantly saving operational costs.
04
Tote and Bin Depalletizing
As a core carrier in warehouse logistics, totes play a critical role in turnover efficiency. For different totes, the 3D vision system quickly identifies bin positions across different sizes and guides robots for precise picking and handling, making it suitable for both e-commerce and industrial warehouse environments.
In typical tote depalletizing scenarios:
Edge detection and positioning ensure precise positioning
Intelligent path planning avoids collisions
Recognition rate: ≥ 99.9%
When integrated with AGVs and conveyor systems, the solution enables seamless depalletizing-to-transport workflows, significantly improving operational efficiency.
05
Parcel Sorting
With the explosive growth of e-commerce logistics, higher demands are placed on sorting speed and accuracy. Transfer Technology’s 3D vision-guided parcel sorting workstation enables fully automated workflows, including picking, scanning, and sorting—without manual intervention.
AI-powered algorithms effectively separate overlapping and connected parcels, achieving ≥ 99.9% recognition success rate. This solution is perfectly suited for high-throughput small parcel sorting in e-commerce warehouses.
06
Row/Layer Picking for Small Boxes
Taking cigarette cartons as an example, challenges include highly reflective surfaces, minimal distinguishable features, and strict consistency requirements for picking orientation to ensure downstream packaging quality, demanding extremely high precision in visual positioning.
The 3D vision system applies ultra-precise point cloud processing to achieve ≤ ±1 mm positioning accuracy. It enables accurate recognition and positioning of entire rows or layers, allowing robots to perform batch picking and avoid the inefficiency of single-item handling.
The solution supports multiple box sizes and meets the high-precision handling requirements of industries such as tobacco, significantly improving efficiency in small-item logistics.
From mixed pallets to standardized stacking, from rigid cartons to deformable bags, and from large bins to small packaged goods, 3D vision technology is continuously breaking the boundaries of logistics handling scenarios.
Transfer Technology combines technological innovation with real-world applications, delivering practical and cost-effective solutions that empower the logistics industry to upgrade toward automation—making every handling task more efficient and precise.
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