US 12,136,148 B2
Method, system, device, and program for displaying probabilistic classification results
Keisuke Goda, Tokyo (JP); Nao Nitta, Tokyo (JP); and Takeaki Sugimura, Yokohama (JP)
Assigned to K.K. CYBO, Tokyo (JP)
Appl. No. 15/733,808
Filed by K.K. CYBO, Tokyo (JP)
PCT Filed Jun. 17, 2019, PCT No. PCT/JP2019/023833
§ 371(c)(1), (2) Date Nov. 30, 2020,
PCT Pub. No. WO2020/004101, PCT Pub. Date Jan. 2, 2020.
Claims priority of application No. 2018-122096 (JP), filed on Jun. 27, 2018.
Prior Publication US 2021/0232869 A1, Jul. 29, 2021
Int. Cl. G06T 11/20 (2006.01); G06F 18/20 (2023.01); G06F 18/214 (2023.01); G06F 18/2415 (2023.01); G06F 18/2431 (2023.01); G06N 3/08 (2023.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01); G06V 20/69 (2022.01)
CPC G06T 11/206 (2013.01) [G06F 18/214 (2023.01); G06F 18/2415 (2023.01); G06F 18/2431 (2023.01); G06F 18/29 (2023.01); G06N 3/08 (2013.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01); G06V 20/698 (2022.01)] 11 Claims
OG exemplary drawing
 
1. A display control device, comprising:
a memory storing computer program instructions;
a processor;
a probability calculator executed by the processor to calculate, for each of classification target classes, a probability of correctness of a class classification result of analysis of an input image using an artificial neural network that utilizes a model;
a probability frequency obtainer executed by the processor to obtain a frequency distribution of probabilities calculated by the probability calculator for each of the classification target classes;
a display controller executed by the processor to display a humanly recognizable, graphical indication of the frequency distributions of probabilities obtained by the probability obtainer for a plurality of input images using each of two or more display axes of a graph as a probability axis to indicate the probabilities of correctness, the graphical indication of said frequency distributions of probabilities being indicative of the ability of the model to produce correct classification results; and
a setting value obtainer executed by the processor to obtain a set value for a gate for a probability of correctness displayed on the graph,
wherein the display controller displays, on the graph, a gate image showing the gate based on the set value obtained by the setting value obtainer.