Poker Bots
2021年11月19日Register here: http://gg.gg/wy79k
This is the first part of Building a Poker Bot series where I describe my experience developing bot softwarefor online poker rooms. I’m building the bot with .NET framework and F# language which makes the task relativelyeasy and very enjoyable.
*Texas Holdem Poker Bot
*Poker Bots Reddit
*No.1 Programmable Online Poker Bot: 2020
What the current online poker bots do is determined by pot/card/position/stack sizes. Their advantage is never tiring, multitabling, and not going on tilt. Their job is to just break even vs. Some time ago I came across Libratus, a bot made by Carnegie Mellon for playing heads up (1 vs 1) no limit hold’em. Libratus proved its worth by beating some of the world’s best poker players. Essentially, bots are computer programs that have been designed to play the game against human opponents or other pieces of software. Once activated, a poker bot will play a game that is. Win Money playing Poker, Seriously Advanced Casino Bots, Advanced Poker Bot. Finally you have the chance to maximise your winnings: - Seriously Advanced Poker Bots - Casino Bonus-clearing Bots.Screen recognition
For a human, the very first step to the ability to play poker is to understand the cards, what a hand is andwhat the value of your hand is. E.g. in Texas Holdem each player gets 2 hole cards which form a hand. Atthe showdown the player with the best hand wins.
Poker bots are no different, they also need to be taught the notion of cards and hands. A bot should “watch”the table and see which cards he is dealt with. There are several ways to achieve that but I go for a techniquecalled screen recognition, i.e. the bot makes a screenshot of a table and then reads the pixels to understandwhat’s going on. Very similar to what people do.
Image recognition in general is a tough task. Human beings are very good at interpreting vague images andrecognizing familiar objects. It’s much more difficult for computers. General image recognition (think showinga photo to your computer and asking whether there is an animal there) is very tough; corporations like Googleand Microsoft are spending numerous man-years and employ techniques like machine learning and neural networks.
Fortunately, poker table recognition is much easier. The images to be recognized are machine-generated, sothe same things are rendered more or less the same way all the time. It makes sense to keep the poker tablesize fixed to some predefined value which makes recognition task fairly easy.Card recognition steps
There are 13 card faces (from Deuce to Ace) and 4 suits. All of them are just fixed-size images which we need to be able tomatch with. So we start with a screenshot of a poker table:
The table size is fixed, so are the left and the top pixel positions of hole cards. So, our first step is to extractthe small images of cards out of the big screenshot:Texas Holdem Poker Bot
Now, we can take the recognition of card faces and suits separately. In our sample layout, suits are color coded.This is very friendly to humans and super simple for the bot. We pick the suit based on the color (ignoringthe white pixels):
This leaves us with the task of choosing between 13 card faces. The color information is not importanthere, we can make the image grey-scale. Moreover, we can reduce the color information to the single bit perpixel - call it white or black:
Now this mask is very simple, and we can compare it with 13 predefined masks for 13 cards pixel by pixel.The one with the biggest amount of matches wins.Suit recognition
Let’s put some code at the table. We start with suit recognition. getSuit function has typeColor -> string option and converts the color of a pixel into the suit name, if possible. Hearts (“h”)are red, Diamonds (“d”) are blue, Clubs (“c”) are green and Spades (“s”) are black:
This function is used by getCardSuit function of type (int -> int -> Color) -> int -> int -> string.Its first argument is a function which returns the color of a pixel based on (x, y)relative coordinates (starting with 0). The next two arguments are width and height of the cards. Result isthe same suit name that we described above. The function loops through all the pixels, gets a suit perpixel and then returns the suit which is the most popular among them. Alternatively, we could just returnthe first suit found, but my implementation looks more resilient:Producing the black & white pattern
getCardPattern accepts the same parameters as getSuits but returns seq<BW> instead. This isa sequence of black or white pixels with a helper union type:
The function body enumerates the pixels and return black or white result as a flat sequence:Card face recognition
Having a black and white pattern, we can compare it with the predefined patterns and pick themost similar one. A pattern is defined with a helper type
Pattern is a sequence which is equivalent to the sequence we got on the previous step.Card is a string of hand face value 2, 3, 4 . A. getCardFace has the typeCardPattern[] -> seq<BW> -> string, it accepts an array of known patterns and a patternof the card to be recognized. It compares patterns pixel by pixel and returns the cardwhich has the biggest amount of matches:Getting the known patterns
So how do we create an array of known patterns? It’s tedious to do manually, sowe use a bit of code generation.Basically we just take several screenshots of poker tables and feed them to the followinghelper function:
The function creates a string which can be copy-pasted into F# array of BW.Putting it all together
Here is the facade function that will be called from the outside:
The calling code looks like this:
leftX, rightX, top, width and height are well-known parameters of cards locations within a screenshot,which are hard coded for a given table size.Conclusion
The full code for card recognition can be found in my github repo. It’s just 75 lines of code which ismuch less that one could imagine for a task of image recognition. Similar code could be used to recognize otherfixed objects at poker table: dealer button location, action buttons, checkboxes etc. In the next part of thisseries I will show how to recognize non-fixed parts: text and numbers.
Proceed to Part 2 of Building a Poker Bot: String and Number Recognition.PokerRecorder and PokerRecorderOCR - software package for creating hand histories on the fly. High safety of use!Poker Bots RedditPoker BotNo.1 Programmable Online Poker Bot: 2020
In the world there is a wide range of software to help poker players. The overwhelming part of this software is prohibited to use when the poker room client is open.
& nbsp; Our software complex PokerOCR removes the ban on the use of this software. Let me remind you that PokerOCR installed on the computer(s) different(e) from where the poker room client is installed. PokerOCR Information gets through a remote desktop scan (RDP) or through window a VirtualBox, LDPlayer, NOX, etc.
PokerOCR cannot be tracked. PokerOCR can work with any poker software, while the user can not be afraid that he will be banned!
This page provides information on methods of creating poker bots (poker bot).
WARNING! Our software solver supports API CheckMath by PioSolver development teams. Trial keys to the API CheckMath are included in the package. No additional software is required to play with the API CheckMath. Our software using the API CheckMath can get instant access to a huge database of GTO solutions and reports.
WARNING! We have developed a new remote desktop imaging engine that runs a poker client. Now there is no need to use the well-known RDP, TeamViewer and virtual machines. Using our new engine allows you to significantly increase the level of security in playing with a solver !!! Our software still supports the old technologies - RDP, TeamViewer and virtual machines.
CASH
We present information about creating a poker bot based on PokerSnowie to play Texas Hold’em Cash (2-9max).
Here is information about PokerSnowie.
The poker bot operation algorithm is as follows: PokerRecorder scans the poker table, then sends scanned elements of the PokerRecorderOCR poker table for recognition, then generates hand history and sends it GTO+X , which is operated by PokerSnowie, then PokerSnowie analyzes the distribution and recommends the next move Hero, GTO + sends a recommendation to PokerRecorder, which, depending on the settings, shows a move recommendation or walks on its own .
- On the computer, launch the poker client or clients (up to 4 tables) through the remote desktop;
- On a computer, run a poker client or clients (up to 4 tables) via a remote desktop or virtual machine (VirtualBox, LDPlayer, NOX);
- Launch PokerRecorder on the same computer. Each open table must serve its own PokerRecorder;
- Launch PokerRecorderOCR on the same computer or on any other. One PokerRecorderOCR serves up to 4 PokerRecorder;
- Launch PokerSnowie on the same computer or on any other. One PokerSnowie can serve 1-2 PokerRecorder;
- PokerSnowie does not have its own API, i.e. functionality that allows an external program to control it. Therefore, on the computer where the - PokerSnowie, launch our bot GTO+X , which will be managed by PokerSnowie. GTO+X can serve 4-e PokerRecorder;
- Next, we set up all the programs. It takes literally 2 minutes, and we get a profit!
GTO+X Description
SnG
We present information about creating a poker bot based on PokerSnowie and/or ICMIZER for playing Texas Hold’em SnG and Tourney (2-9max).
Here is information about PokerSnowie.
Here is information about ICMIZER.
The poker bot operation algorithm is as follows:PokerRecorder scans the poker table, then sends the scanned elements of the poker table to recognition PokerRecorderOCR, then generates a hand history and sends it to the GTO+X, which controls, depending on the settings, PokerSnowie and/or ICMIZER , further PokerSnowie or ICMIZER analyzes the distribution and recommends the next Hero move, GTO+X sends the recommendation to PokerRecorder, which, depending on the settings, shows the recommendation of the move or moves independently.
- We start a poker client or clients (up to 4 tables) through a remote desktop on a computer;
- On the same computer, run PokerRecorder. Each open table must serve its own PokerRecorder;
- Run PokerRecorderOCR on the same computer or on any other. One PokerRecorderOCR serves up to 4 PokerRecorder;
- Start PokerSnowie and / or ICMIZER on the same computer or on any other. One PokerSnowie can serve 1-2 PokerRecorder;
- PokerSnowie and ICMIZER do not have their API, i.e. functionality that allows an external program to manage them. Therefore, on the computer where you installed PokerSnowie and ICMIZER, launch our GTO+X bot that will manage PokerSnowie and/or ICMIZER. GYO+X can serve 4 PokerRecorder;
- Next, set up all the programs. It takes literally 2 minutes, and we get a profit!
GTO+X Description
Our team will develop a personal profile for you to work in the poker network you are interested in. NOT EXPENSIVE . The price includes software ( PokerOCR, GTO+X ) customization on the side of the Customer, revision of found errors. When contacting, please let us know which poker network you are interested in, what type of game, how many players. Upon request, we will contact you to discuss the details of your Order. The duration of all works is 3-4 weeks. Calculation after the end of work and a trial session. The software license is unlimited. Updates are paid. Send a request to ✉our mail - support@pokerocr.com or ✉Telegram: pokerocr
Register here: http://gg.gg/wy79k
https://diarynote.indered.space
This is the first part of Building a Poker Bot series where I describe my experience developing bot softwarefor online poker rooms. I’m building the bot with .NET framework and F# language which makes the task relativelyeasy and very enjoyable.
*Texas Holdem Poker Bot
*Poker Bots Reddit
*No.1 Programmable Online Poker Bot: 2020
What the current online poker bots do is determined by pot/card/position/stack sizes. Their advantage is never tiring, multitabling, and not going on tilt. Their job is to just break even vs. Some time ago I came across Libratus, a bot made by Carnegie Mellon for playing heads up (1 vs 1) no limit hold’em. Libratus proved its worth by beating some of the world’s best poker players. Essentially, bots are computer programs that have been designed to play the game against human opponents or other pieces of software. Once activated, a poker bot will play a game that is. Win Money playing Poker, Seriously Advanced Casino Bots, Advanced Poker Bot. Finally you have the chance to maximise your winnings: - Seriously Advanced Poker Bots - Casino Bonus-clearing Bots.Screen recognition
For a human, the very first step to the ability to play poker is to understand the cards, what a hand is andwhat the value of your hand is. E.g. in Texas Holdem each player gets 2 hole cards which form a hand. Atthe showdown the player with the best hand wins.
Poker bots are no different, they also need to be taught the notion of cards and hands. A bot should “watch”the table and see which cards he is dealt with. There are several ways to achieve that but I go for a techniquecalled screen recognition, i.e. the bot makes a screenshot of a table and then reads the pixels to understandwhat’s going on. Very similar to what people do.
Image recognition in general is a tough task. Human beings are very good at interpreting vague images andrecognizing familiar objects. It’s much more difficult for computers. General image recognition (think showinga photo to your computer and asking whether there is an animal there) is very tough; corporations like Googleand Microsoft are spending numerous man-years and employ techniques like machine learning and neural networks.
Fortunately, poker table recognition is much easier. The images to be recognized are machine-generated, sothe same things are rendered more or less the same way all the time. It makes sense to keep the poker tablesize fixed to some predefined value which makes recognition task fairly easy.Card recognition steps
There are 13 card faces (from Deuce to Ace) and 4 suits. All of them are just fixed-size images which we need to be able tomatch with. So we start with a screenshot of a poker table:
The table size is fixed, so are the left and the top pixel positions of hole cards. So, our first step is to extractthe small images of cards out of the big screenshot:Texas Holdem Poker Bot
Now, we can take the recognition of card faces and suits separately. In our sample layout, suits are color coded.This is very friendly to humans and super simple for the bot. We pick the suit based on the color (ignoringthe white pixels):
This leaves us with the task of choosing between 13 card faces. The color information is not importanthere, we can make the image grey-scale. Moreover, we can reduce the color information to the single bit perpixel - call it white or black:
Now this mask is very simple, and we can compare it with 13 predefined masks for 13 cards pixel by pixel.The one with the biggest amount of matches wins.Suit recognition
Let’s put some code at the table. We start with suit recognition. getSuit function has typeColor -> string option and converts the color of a pixel into the suit name, if possible. Hearts (“h”)are red, Diamonds (“d”) are blue, Clubs (“c”) are green and Spades (“s”) are black:
This function is used by getCardSuit function of type (int -> int -> Color) -> int -> int -> string.Its first argument is a function which returns the color of a pixel based on (x, y)relative coordinates (starting with 0). The next two arguments are width and height of the cards. Result isthe same suit name that we described above. The function loops through all the pixels, gets a suit perpixel and then returns the suit which is the most popular among them. Alternatively, we could just returnthe first suit found, but my implementation looks more resilient:Producing the black & white pattern
getCardPattern accepts the same parameters as getSuits but returns seq<BW> instead. This isa sequence of black or white pixels with a helper union type:
The function body enumerates the pixels and return black or white result as a flat sequence:Card face recognition
Having a black and white pattern, we can compare it with the predefined patterns and pick themost similar one. A pattern is defined with a helper type
Pattern is a sequence which is equivalent to the sequence we got on the previous step.Card is a string of hand face value 2, 3, 4 . A. getCardFace has the typeCardPattern[] -> seq<BW> -> string, it accepts an array of known patterns and a patternof the card to be recognized. It compares patterns pixel by pixel and returns the cardwhich has the biggest amount of matches:Getting the known patterns
So how do we create an array of known patterns? It’s tedious to do manually, sowe use a bit of code generation.Basically we just take several screenshots of poker tables and feed them to the followinghelper function:
The function creates a string which can be copy-pasted into F# array of BW.Putting it all together
Here is the facade function that will be called from the outside:
The calling code looks like this:
leftX, rightX, top, width and height are well-known parameters of cards locations within a screenshot,which are hard coded for a given table size.Conclusion
The full code for card recognition can be found in my github repo. It’s just 75 lines of code which ismuch less that one could imagine for a task of image recognition. Similar code could be used to recognize otherfixed objects at poker table: dealer button location, action buttons, checkboxes etc. In the next part of thisseries I will show how to recognize non-fixed parts: text and numbers.
Proceed to Part 2 of Building a Poker Bot: String and Number Recognition.PokerRecorder and PokerRecorderOCR - software package for creating hand histories on the fly. High safety of use!Poker Bots RedditPoker BotNo.1 Programmable Online Poker Bot: 2020
In the world there is a wide range of software to help poker players. The overwhelming part of this software is prohibited to use when the poker room client is open.
& nbsp; Our software complex PokerOCR removes the ban on the use of this software. Let me remind you that PokerOCR installed on the computer(s) different(e) from where the poker room client is installed. PokerOCR Information gets through a remote desktop scan (RDP) or through window a VirtualBox, LDPlayer, NOX, etc.
PokerOCR cannot be tracked. PokerOCR can work with any poker software, while the user can not be afraid that he will be banned!
This page provides information on methods of creating poker bots (poker bot).
WARNING! Our software solver supports API CheckMath by PioSolver development teams. Trial keys to the API CheckMath are included in the package. No additional software is required to play with the API CheckMath. Our software using the API CheckMath can get instant access to a huge database of GTO solutions and reports.
WARNING! We have developed a new remote desktop imaging engine that runs a poker client. Now there is no need to use the well-known RDP, TeamViewer and virtual machines. Using our new engine allows you to significantly increase the level of security in playing with a solver !!! Our software still supports the old technologies - RDP, TeamViewer and virtual machines.
CASH
We present information about creating a poker bot based on PokerSnowie to play Texas Hold’em Cash (2-9max).
Here is information about PokerSnowie.
The poker bot operation algorithm is as follows: PokerRecorder scans the poker table, then sends scanned elements of the PokerRecorderOCR poker table for recognition, then generates hand history and sends it GTO+X , which is operated by PokerSnowie, then PokerSnowie analyzes the distribution and recommends the next move Hero, GTO + sends a recommendation to PokerRecorder, which, depending on the settings, shows a move recommendation or walks on its own .
- On the computer, launch the poker client or clients (up to 4 tables) through the remote desktop;
- On a computer, run a poker client or clients (up to 4 tables) via a remote desktop or virtual machine (VirtualBox, LDPlayer, NOX);
- Launch PokerRecorder on the same computer. Each open table must serve its own PokerRecorder;
- Launch PokerRecorderOCR on the same computer or on any other. One PokerRecorderOCR serves up to 4 PokerRecorder;
- Launch PokerSnowie on the same computer or on any other. One PokerSnowie can serve 1-2 PokerRecorder;
- PokerSnowie does not have its own API, i.e. functionality that allows an external program to control it. Therefore, on the computer where the - PokerSnowie, launch our bot GTO+X , which will be managed by PokerSnowie. GTO+X can serve 4-e PokerRecorder;
- Next, we set up all the programs. It takes literally 2 minutes, and we get a profit!
GTO+X Description
SnG
We present information about creating a poker bot based on PokerSnowie and/or ICMIZER for playing Texas Hold’em SnG and Tourney (2-9max).
Here is information about PokerSnowie.
Here is information about ICMIZER.
The poker bot operation algorithm is as follows:PokerRecorder scans the poker table, then sends the scanned elements of the poker table to recognition PokerRecorderOCR, then generates a hand history and sends it to the GTO+X, which controls, depending on the settings, PokerSnowie and/or ICMIZER , further PokerSnowie or ICMIZER analyzes the distribution and recommends the next Hero move, GTO+X sends the recommendation to PokerRecorder, which, depending on the settings, shows the recommendation of the move or moves independently.
- We start a poker client or clients (up to 4 tables) through a remote desktop on a computer;
- On the same computer, run PokerRecorder. Each open table must serve its own PokerRecorder;
- Run PokerRecorderOCR on the same computer or on any other. One PokerRecorderOCR serves up to 4 PokerRecorder;
- Start PokerSnowie and / or ICMIZER on the same computer or on any other. One PokerSnowie can serve 1-2 PokerRecorder;
- PokerSnowie and ICMIZER do not have their API, i.e. functionality that allows an external program to manage them. Therefore, on the computer where you installed PokerSnowie and ICMIZER, launch our GTO+X bot that will manage PokerSnowie and/or ICMIZER. GYO+X can serve 4 PokerRecorder;
- Next, set up all the programs. It takes literally 2 minutes, and we get a profit!
GTO+X Description
Our team will develop a personal profile for you to work in the poker network you are interested in. NOT EXPENSIVE . The price includes software ( PokerOCR, GTO+X ) customization on the side of the Customer, revision of found errors. When contacting, please let us know which poker network you are interested in, what type of game, how many players. Upon request, we will contact you to discuss the details of your Order. The duration of all works is 3-4 weeks. Calculation after the end of work and a trial session. The software license is unlimited. Updates are paid. Send a request to ✉our mail - support@pokerocr.com or ✉Telegram: pokerocr
Register here: http://gg.gg/wy79k
https://diarynote.indered.space
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