Roboception GmbH Product
Roboception's ItemPickAI software supports an efficient separation as well as an oriented placement of so-called ‘unseen’ objects – i.e. objects

Robocpetions rc_reason ItemPickAI module couple high-performance AI models with classical methods to enable a robot to pick and place unknown, flexible objects such as bags. This enables traditional picking applications as well as dense packing from mixed or unmixed chaotic feeds, making it a powerful tool for logistics and packaging automation.
Reliable handling of unseen objects
ItemPickAI allows robots to handle objects that the system has not explicitly learned or seen during training. This makes it ideal for dynamic, high-variability environments where new items need to be handled seamlessly.
Dense packing from chaotic and mixed input
Dense packing is possible even when objects are fed in a disordered manner: ItemPickAI enables the automated separation, precise gripping, and aligned placement of objects, whether they are mixed or unmixed, ensuring maximum packing efficiency in logistics and fulfillment processes.
Precise grasp point computation for deformable objects
Thanks to neural network-based segmentation, ItemPickAI can identify and segment objects with uneven surfaces and deformable content. The system automatically places a grasp point at the center of each segmented object and determines its orientation to enable precise and stable placement—all without the need for prior training.
Simply select the object category (e.g., ‘bag’) and define the suction cup size—ItemPickAI automatically adjusts the grasp points to match the selected suction cup size, eliminating the need for retraining and ensuring unmatched flexibility in your operations.
No AI or vision expertise needed
No need for specialized AI or image-processing expertise—ItemPickAI enables intuitive and efficient deployment for complex pick-and-place tasks, ensuring high process reliability and optimized cycle times. Perfect for logistics and automation: From palletizing and depalletizing to placing items on conveyors (e.g., cross-belt sorters), ItemPickAI is designed for versatile and scalable logistics applications.
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