US 2022/0012477 A1 · INFORMATION PROCESSING APPARATUS, CONTROL METHOD, AND NON-TRANSITORY STORAGE MEDIUM

Abstract

An information processing apparatus (2000) includes a recognizer (2020). An image (10) is input to the recognizer (2020). The recognizer (2020) outputs, for a crowd included in the input image (10), a label (30) describing a type of the crowd and structure information (40) describing a structure of the crowd. The structure information (40) indicates a location and a direction of an object included in the crowd. The information processing apparatus (2000) acquires training data (50) which includes a training image (52), a training label (54), and training structure information (56). The information processing apparatus (2000) performs training of the recognizer (2020) using the label (30) and the structure information (40), which are acquired by inputting the training image (52) with respect to the recognizer (2020, and the training label (54) and the training structure information (56).

Claims19

Dependent claims

An information processing apparatus comprising:

a recognizer that outputs a label describing a type of a crowd included in an image and structure information describing a structure of the crowd, in response to input of the image;
an acquisition unit that acquires training data, the training data including:
the image;
and the label and the structure information that are to be output in response to inputting the image to the recognizer;
and
a training unit that inputs the image included in the training data to the recognizer, and that performs training of the recognizer using the label and the structure information output from the recognizer, and the label and the structure information included in the training data,
wherein the structure information includes a location and a direction of an object included in the image.

4 more elements

A control method performed by a computer which includes a recognizer outputting a label describing a type of a crowd included in an image and structure information describing a structure of the crowd in response to input of the image, the control method comprising:

acquiring training data, the training data including:
the image;
and the label and the structure information that are to be output in response to inputting the image to the recognizer;
and
inputting the image included in the training data to the recognizer, and that performs training of the recognizer using the label and the structure information output from the recognizer, and the label and the structure information included in the training data,
wherein the structure information includes a location and a direction of an object included in the image.

3 more elements

Dependencies are inferred from the claim text.

Information processing apparatus, control method, and non-transitory storage medium

Life of this patent

Information processing apparatus, control method, and non-transitory storage medium

Life of this patent

Abstract

Claims19