Chip recognition system
According to one embodiment, provided is a chip recognition system that recognizes a chip on a gaming table in an amusement place having the gaming table, the chip recognition system including: a game recording apparatus that records, as an image, a state of chips stacked on the gaming table, using a camera; an image analysis apparatus that performs an image analysis on the recorded image of the state of chips; a plurality of chip determination apparatuses including at least a first artificial intelligence apparatus that determines a number of the chips stacked, using an image analysis result obtained by the image analysis apparatus; and a second artificial intelligence apparatus that decides a correct number of the chips stacked, when the plurality of chip determination apparatuses obtain different determination results for the number of the chips stacked.
1. A chip recognition system for a gaming table, the chip recognition system comprising:
a first game recording apparatus configured to capture a first image of chips stacked on the gaming table;
a second game recording apparatus configured to capture a second image of the chips stacked on the gaming table; and
at least one processor, wherein the at least one processor is configured to:
perform an image analysis of the first image and an image analysis of the second image;
for each of the image analyses, use an artificial intelligence technology to determine, based on a result of the respective image analysis, a respective total value of the chips stacked on the gaming table obtained from a respective number of the chips of each value of the chips stacked on the gaming table; and
decide a correct total value of the chips stacked on the gaming table when the respective determined total values are different from each other.
2. The chip recognition system according to claim 1 , wherein:
the first game recording apparatus includes a first camera,
the second game recording apparatus includes a second camera, and
the first camera and the second camera are installed in different locations and/or at different angles such that the first camera and the second camera capture different aspects of same chips of the chips stacked on the gaming table.
3. The chip recognition system according to claim 2 , wherein the decision of the correct total value is obtained based on at least one of:
respective positions of the first camera and the second camera; and
respective numbers of pixels of the first camera and the second camera.
4. The chip recognition system according to claim 1 , wherein the decision of the correct total value is obtained based on at least one of:
respective focal positions of the first image and the second image;
definitions of the first image and the second image; and
past results of numbers of chips stacked on the gaming table obtained by the at least one processor respectively based on the first game recording apparatus and the second game recording apparatus.
5. The chip recognition system according to claim 1 , wherein the first and second game recording apparatuses include respective cameras, and the at least one processor is configured to determine information about a number, a value, and a position of the chips stacked on the gaming table even when a part or an entirety of one or more of the chips is hidden due to a blind spot of at least one of the cameras.
6. A chip recognition system for a gaming table, the chip recognition system comprising:
a first game recording apparatus, wherein the first game recording apparatus is configured to capture a first image of chips stacked on the gaming table;
a second game recording apparatus, wherein the second game recording apparatus is configured to capture a second image of the chips stacked on the gaming table; and
at least one processor, wherein the at least one processor is configured to:
perform an image analysis of the first image and an image analysis of the second image;
for each of the image analyses, use an artificial intelligence technology to determine, based on a result of the respective image analysis, a respective total value of the chis stacked on the gaming table obtained from a respective number of the chips of each value of the chips stacked on the gaming table; and
decide a correct number of the chips stacked on the gaming table and/or a correct at least one value of the chips stacked on the gaming table when the respective determined total values are different from each other.
7. The chip recognition system according to claim 6 , wherein:
the first game recording apparatus includes a first camera,
the second game recording apparatus includes a second camera, and
the first camera and the second camera are installed in different locations and/or at different angles such that the first camera and the second camera capture different aspects of same chips of the chips stacked on the gaming table.
8. The chip recognition system according to claim 7 , wherein the decision of the correct at least one value is obtained based on at least one of:
respective positions of the first camera and the second camera; and
respective numbers of pixels of the first camera and the second camera.
9. The chip recognition system according to claim 6 , wherein the decision of the correct at least one value is obtained based on at least one of:
respective focal positions of the first image and the second image;
definitions of the first image and the second image; and
past results of one or more values of chips stacked on the gaming table obtained by the at least one processor respectively based on the first game recording apparatus and the second game recording apparatus.
10. The chip recognition system according to claim 6 , wherein the first and second game recording apparatuses include respective cameras, and the at least one processor is configured to determine information about a number, at least one value, and a position of the chips stacked on the gaming table even when a part or an entirety of one or more of the chips is hidden due to a blind spot of at least one of the cameras.
11. A chip recognition system for a gaming table, the chip recognition system comprising:
a game recording apparatus, wherein the game recording apparatus is configured to capture an image of chips stacked on the gaming table; and
at least one processor, wherein the at least one processor is configured to:
perform an image analysis of the image;
perform a first determination and a second determination of a total value of the chips stacked on the gaming table obtained from a number of the chips of each value of the chips stacked on the gaming table, wherein at least one of the determinations is performed using an artificial intelligence technology; and
decide a correct total value of the chips stacked on the gaming table when the respective determined total values of the first determination and the second determination are different from each other.
12. A chip recognition system for a gaming table, the chip recognition system comprising:
a game recording apparatus, wherein the game recording apparatus is configured to capture an image of chips stacked on the gaming table; and
at least one processor, wherein the at least one processor is configured to:
perform an image analysis of the image;
perform a first determination and a second determination regarding the chips stacked on the gaming table to obtain by each of the first determination and the second determination a respective determined a total value of the chips stacked on the gaming table obtained from a respective number of the chips of each value of the chips stacked on the gaming table, wherein at least one of the determinations is performed using an artificial intelligence technology; and
decide a correct number of the chips stacked on the gaming table and/or at least one value of the chips stacked on the gaming table when the respective determined total values of the first determination and the second determination are different from each other.