Abstract: A training system includes: a model; and a training module configured to: construct a first pair of images of at least a first portion of a first human captured at different times; construct a second pair of images of at least a second portion of a second human captured at the same time from different points of view; input the first and second pairs of images to the model; the model configured to: generate first and second reconstructed images of the at least the first portion of the first human based on the first and second pairs, respectively, and the training module is configured to selectively adjust one or more parameters of the model based on: the first reconstructed image and the second reconstructed image.

Abstract: A method includes: performing unsupervised pre-training of a model, the model including and a decoder including: obtaining a first image and a second image under different conditions or from different viewpoints; encoding, by the encoder, the first image into a representation of the first image and the second image into a representation of the second image; transforming the representation of the first image into a transformed representation; decoding, by the decoder, the transformed representation into a reconstructed image, where the transforming of the representation of the first image and the decoding of the transformed representation is based on the representation of the first image and the representation of the second image; and adjusting one or more parameters of at least one of the encoder and the decoder based on minimizing a loss; and fine-tuning the model, initialized with a set of task specific encoder parameters, for a geometric vision task.

Abstract: A cooler for power electronics comprises: first mounting surfaces for first power electronics modules, respectively; second mounting surfaces for second power electronics modules, respectively, each of the first mounting surfaces being parallel to and overlapping a corresponding one of the second mounting surfaces; and coolant paths extending between an inlet and an outlet, the coolant paths providing parallel flows among the first and second mounting surfaces.

Abstract: Disclosed is a capacitive sensor (100) for detecting an object and/or individual, characterised in that it includes at least three slender electrodes E1, E2 and E3 lying substantially in the same plan P and separated from one another over all or part of their length by a substantially constant given separation distance d2 and d3, which is for example around a few millimetres