Abstract: Systems or techniques that facilitate hybrid 3D-to-2D slice-wise object localization ensembles are provided. In various embodiments, a system can access at least one three-dimensional voxel array. In various aspects, the system can localize, via execution of a deep learning ensemble, an object depicted in the at least one three-dimensional voxel array. In various instances, the deep learning ensemble can receive as input the at least one three-dimensional voxel array. In various cases, the deep learning ensemble can produce as output a set of two-dimensional object location indicators respectively corresponding to a set of two-dimensional slices of the at least one three-dimensional voxel array.

Abstract: Present embodiments relate to a courier delivery box for transporting food, configured to be removably attached to a motorized and/or human-powered vehicle or bicycle, the courier delivery box comprising a housing, an interior for storing the food, and a door for providing access to the interior of the courier delivery box, wherein the courier delivery box further comprises one or more removably inserted shelfs, at least two shelf positioning structures for providing optional positions for the shelfs in the interior of the courier delivery box, such that the interior of the courier delivery box can be variably subdivided into two or more compartments by selectively inserting each of the one or more shelfs into the shelf positioning structures, heating means for heating at least one of the compartments, and one or more functional units arranged at a side of the courier delivery box, wherein the one or more functional units comprise an electronics unit 6 including power supply means.

Abstract: The present invention refers to a delivery box cabinet having a mailbox compartment configured to receive and store mailings as letters and small to medium sized parcels, and a therefrom separate food compartment configured to receive and store food deliveries. The delivery box cabinet further comprises a temperature control unit configured to control at least the inside temperature of the food compartment. Thus, deliveries stored within the food compartment can be stored at a preferable temperature increasing the shelf life thereof.

Abstract: The present invention refers to a temperature control module for a delivery box cabinet. According to the present invention, the various components of the temperature control module are provided in a compact block-like manner. The temperature control module is formed self-contained such that it can be installed in a modular manner as a temperature control module in the delivery box cabinet besides delivery compartments of the delivery box cabinet. Thus, a quite efficient but still compact overall configuration can be achieved. Furthermore, the present invention refers to a delivery box cabinet provided with such a temperature control module or at least being provided to be supplemented by such a temperature control module.