Project Period: 01.03.2017 - 30.06.2017
Agency: Fingera s.r.o.
convolutional networks, CNN, NXOR-nets
Evaluation of NXOR-nets and opensource tools for training of these networks.
NXOR-nets are defined in Rastegari et al.: XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks.
The evaluated propertties of NXOR-nets are the degradation of classification accuracy due to transformation to binary networks and the possibilities of compensating this degradation by enlarging the network.
Further, the project will result in free open source implementations of layers needed to train NXOR-nets in caffe framework using GPU.