Abstract: The invention relates to Device for quantum generation of random numbers comprising a light source (100) with fixed polarization and a polarization splitting element (110) optically connected thereto, having a first output (111) corresponding to vertical polarization and a second output (112) corresponding to horizontal polarization, and a first detector (131) optically connected to the first output (111) of the polarization splitting element (110) and a second detector (132) optically connected to the second output (112) of the polarization splitting element (110), a generating module (140) having a first input (141) connected to the output of the first detector (131) and a second input (142) connected to the output of the second detector (132), and a two-state output (143), the generating module (140) configured to generate on the two-state output (143) bits having a value of 1 upon receiving a signal on the first input (141) and bits having a value of 0 upon receiving a signal on the second input (142), ch

Abstract: The presented invention relates to a method and device for the quantum generation of random numbers. The invention can be implemented in generation of random numbers in lotteries and gaming. The device for a self-testing quantum number generator especially in lotteries and gaming comprising: interferometer, a control unit CU connected to the signal source S, the signal is with interference property, components A that modify the signal's properties, and detectors D for measuring the signal's intensity by electrical wires. Components A are controlled by the control unit CU via electrical wires with parameters x. Detectors D are configured to measure signal intensity and send the measurement results d, via electrical wires to the control unit CU. The control unit CU performs a self-test based on the measurement results d and returns its outcome Hmin. The control unit CU returns random numbers d, and the result of self-test Hmin.

Abstract: Systems, methods, and non-transitory computer-readable media can obtain a first batch of content items to be clustered. A set of clusters can be generated by clustering respective binary hash codes for each content item in the first batch, wherein content items included in a cluster are visually similar to one another. A next batch of content items to be clustered can be obtained. One or more respective binary hash codes for the content items in the next batch can be assigned to a cluster in the set of clusters.

Abstract: Systems, methods, and non-transitory computer-readable media can obtain a first batch of content items to be clustered. A set of clusters can be generated by clustering respective binary hash codes for each content item in the first batch, wherein content items included in a cluster are visually similar to one another. A next batch of content items to be clustered can be obtained. One or more respective binary hash codes for the content items in the next batch can be assigned to a cluster in the set of clusters.