david/poker-chips-helper
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Implemented Automatic Detecting Chip Colors and Counts

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This commit is contained in:
vutukuri15 2025-02-21 13:35:44 -08:00
parent e6c946044a
commit e39d11c4f2
8 changed files with 837 additions and 48 deletions
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2
.gitignore vendored
View File

@ -36,3 +36,5 @@ yarn-error.*
*.tsbuildinfo
app-example
android
.env

3
app.json
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@ -15,7 +15,8 @@
"adaptiveIcon": {
"foregroundImage": "./assets/images/adaptive-icon.png",
"backgroundColor": "#ffffff"
}
},
"package": "com.anonymous.pokerchipshelper"
},
"web": {
"bundler": "metro",

18
app/index.tsx
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@ -5,11 +5,13 @@ import BuyInSelector from "@/components/BuyInSelector";
import ChipsSelector from "@/components/ChipsSelector";
import ChipDistributionSummary from "@/components/ChipDistributionSummary";
import ChipDetection from "@/components/ChipDetection";
const IndexScreen = () => {
const [playerCount, setPlayerCount] = useState(2);
const [buyInAmount, setBuyInAmount] = useState<number | null>(null);
const [numberOfChips, setNumberOfChips] = useState<number>(5);
const [totalChipsCount, setTotalChipsCount] = useState<number[]>([]);
const handleSave = () => {
if (buyInAmount === null) {
Alert.alert("Error", "Please select a valid buy-in amount");
@ -20,6 +22,16 @@ const IndexScreen = () => {
);
}
};
// Update chip count based on detection or manual edit
const updateChipCount = (chipData: { [color: string]: number }) => {
// Convert the chip data from the API response or manual edit to a count array
const chipCountArray = Object.entries(chipData).map(
([color, count]) => count
);
setTotalChipsCount(chipCountArray); // Update the parent component's state
};
return (
<ScrollView contentContainerStyle={{ padding: 20, flexGrow: 1 }}>
<Text style={{ fontSize: 24, marginBottom: 30, marginTop: 50 }}>
@ -30,10 +42,7 @@ const IndexScreen = () => {
setPlayerCount={setPlayerCount}
/>
<BuyInSelector setBuyInAmount={setBuyInAmount} />
<ChipDetection
totalChipsCount={totalChipsCount}
setTotalChipsCount={setTotalChipsCount}
/>
<ChipDetection updateChipCount={updateChipCount} />
<ChipsSelector
totalChipsCount={totalChipsCount}
setTotalChipsCount={setTotalChipsCount}
@ -53,4 +62,5 @@ const IndexScreen = () => {
</ScrollView>
);
};
export default IndexScreen;

14
babel.config.js Normal file
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@ -0,0 +1,14 @@
module.exports = {
presets: ["module:metro-react-native-babel-preset"],
plugins: [
[
"module:react-native-dotenv",
{
moduleName: "@env",
path: ".env",
safe: true,
allowUndefined: false,
},
],
],
};

149
components/ChipDetection.tsx
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@ -1,46 +1,137 @@
import React, { useState } from "react";
import { View, Text } from "react-native";
import { MaterialIcons } from "@expo/vector-icons";
import {
View,
Button,
Image,
ActivityIndicator,
Text,
ScrollView,
} from "react-native";
import * as ImagePicker from "expo-image-picker";
import { API_KEY } from "@env";
/**
The best way forward for this component is likely to send the image chosen to an AI + NLP API.
Google cloud vision is likely a good choice, as I think it offers some sort of free tier or trial usage for free, as long as it can also support NLP prompts
We need to thoughtfully prompt the API and ask it to return data in a well formatted JSON, or return an error if the image supplied is unable to be read, or otherwise out of context
We could also ask it to return a "confidence" level as a percentage, if the user may find that helpful
const ChipDetection = ({ updateChipCount }) => {
const [imageUri, setImageUri] = useState(null);
const [loading, setLoading] = useState(false);
const [error, setError] = useState(null);
const [lastDetectedChips, setLastDetectedChips] = useState({});
*/
// Ensure early return does not break hooks
const requestCameraPermissions = async () => {
const cameraPermission = await ImagePicker.requestCameraPermissionsAsync();
return cameraPermission.granted;
};
const ChipDetection = ({
totalChipsCount,
setTotalChipsCount,
}: {
totalChipsCount: number[];
setTotalChipsCount: React.Dispatch<React.SetStateAction<number[]>>;
}) => {
const [image, setImage] = useState<any>(null);
const pickImage = async () => {
const { status } = await ImagePicker.requestMediaLibraryPermissionsAsync();
if (status !== "granted") {
alert("Permission denied!");
return;
}
const result = await ImagePicker.launchCameraAsync({
allowsEditing: true,
const result = await ImagePicker.launchImageLibraryAsync({
mediaTypes: ImagePicker.MediaTypeOptions.Images,
base64: true,
quality: 1,
});
if (!result.canceled) {
setImage(result.assets[0].uri);
setImageUri(result.assets[0].uri);
await processImage(result.assets[0].base64);
}
};
const takePhoto = async () => {
const hasPermission = await requestCameraPermissions();
if (!hasPermission) {
setError("Camera permission is required to take a photo.");
return;
}
const result = await ImagePicker.launchCameraAsync({
base64: true,
quality: 1,
});
if (!result.canceled) {
setImageUri(result.assets[0].uri);
await processImage(result.assets[0].base64);
}
};
const processImage = async (base64Image) => {
setLoading(true);
setError(null);
try {
const response = await fetch(
"https://api.openai.com/v1/chat/completions",
{
method: "POST",
headers: {
Authorization: `Bearer ${API_KEY}`,
"Content-Type": "application/json",
},
body: JSON.stringify({
model: "gpt-4o-mini",
messages: [
{
role: "system",
content:
"Identify and count poker chips by color. Return only the count for each color in JSON format.",
},
{
role: "user",
content: [
{
type: "text",
text: "How many poker chips are there for each color? Return structured JSON.",
},
{
type: "image_url",
image_url: { url: `data:image/png;base64,${base64Image}` },
},
],
},
],
max_tokens: 1000,
}),
}
);
const result = await response.json();
if (!response.ok || !result.choices || !result.choices[0].message) {
throw new Error("Invalid response from API.");
}
const rawContent = result.choices[0].message.content.trim();
const cleanJSON = rawContent.replace(/```json|```/g, "").trim();
const parsedData = JSON.parse(cleanJSON);
// Filter out colors with a count of 0
const filteredData = Object.fromEntries(
Object.entries(parsedData).filter(([_, count]) => count > 0)
);
setLastDetectedChips(filteredData); // Store detected chip counts
updateChipCount(filteredData);
} catch (error) {
console.error("Error processing image:", error);
setError("Failed to analyze the image.");
}
setLoading(false);
};
return (
<View>
<Text> Automatic Detection</Text>
<MaterialIcons name="camera-alt" onPress={pickImage} size={30} />
</View>
<ScrollView contentContainerStyle={{ padding: 20, alignItems: "center" }}>
<Button title="Pick an Image" onPress={pickImage} />
<Button title="Take a Photo" onPress={takePhoto} />
{imageUri && (
<Image
source={{ uri: imageUri }}
style={{ width: 300, height: 300, marginTop: 10 }}
/>
)}
{loading && <ActivityIndicator size="large" color="blue" />}
{error && <Text style={{ color: "red", marginTop: 10 }}>{error}</Text>}
</ScrollView>
);
};

8
components/ChipDistributionSummary.tsx
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@ -25,7 +25,9 @@ const ChipDistributionSummary = ({
if (totalChips > MAX_CHIPS) {
const scaleFactor = MAX_CHIPS / totalChips;
totalChipsCount = totalChipsCount.map((count) => Math.floor(count * scaleFactor));
totalChipsCount = totalChipsCount.map((count) =>
Math.floor(count * scaleFactor)
);
totalChips = MAX_CHIPS;
}
const distribution = totalChipsCount.map((chipCount) =>
@ -54,7 +56,9 @@ const ChipDistributionSummary = ({
</Text>
))
) : (
<Text style={styles.noDataText}>No valid distribution calculated yet.</Text>
<Text style={styles.noDataText}>
No valid distribution calculated yet.
</Text>
)}
</View>
);

670
package-lock.json generated
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@ -11,11 +11,15 @@
"@expo/vector-icons": "^14.0.2",
"@react-navigation/bottom-tabs": "^7.2.0",
"@react-navigation/native": "^7.0.14",
"@tensorflow/tfjs": "^4.22.0",
"@tensorflow/tfjs-react-native": "^1.0.0",
"expo": "~52.0.31",
"expo-blur": "~14.0.3",
"expo-constants": "~17.0.5",
"expo-file-system": "~18.0.11",
"expo-font": "~13.0.3",
"expo-haptics": "~14.0.1",
"expo-image-picker": "~16.0.6",
"expo-linking": "~7.0.5",
"expo-router": "~4.0.17",
"expo-splash-screen": "~0.29.21",
@ -23,9 +27,11 @@
"expo-symbols": "~0.2.2",
"expo-system-ui": "~4.0.8",
"expo-web-browser": "~14.0.2",
"metro-react-native-babel-preset": "^0.77.0",
"react": "18.3.1",
"react-dom": "18.3.1",
"react-native": "0.76.7",
"react-native-dotenv": "^3.4.11",
"react-native-gesture-handler": "~2.20.2",
"react-native-reanimated": "~3.16.1",
"react-native-safe-area-context": "4.12.0",
@ -232,6 +238,18 @@
"@babel/core": "^7.4.0 || ^8.0.0-0 <8.0.0"
}
},
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"integrity": "sha512-DoiN84+4Gnd0ncbBOM9AZENV4a5ZiL39HYMyZJGZ/AZEykHYdJw0wW3kdcsh9/Kn+BRXHLkkklZ51ecPKmI1CQ==",
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"resolved": "https://registry.npmjs.org/@babel/helper-member-expression-to-functions/-/helper-member-expression-to-functions-7.25.9.tgz",
@ -582,6 +600,25 @@
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}
},
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"deprecated": "This proposal has been merged to the ECMAScript standard and thus this plugin is no longer maintained. Please use @babel/plugin-transform-async-generator-functions instead.",
"license": "MIT",
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@ -648,6 +685,60 @@
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}
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@ -3856,6 +3947,19 @@
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}
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@ -4480,6 +4584,301 @@
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"@babel/plugin-transform-shorthand-properties": "^7.0.0",
"@babel/plugin-transform-spread": "^7.0.0",
"@babel/plugin-transform-sticky-regex": "^7.0.0",
"@babel/plugin-transform-typescript": "^7.5.0",
"@babel/plugin-transform-unicode-regex": "^7.0.0",
"@babel/template": "^7.0.0",
"babel-plugin-transform-flow-enums": "^0.0.2",
"react-refresh": "^0.4.0"
},
"engines": {
"node": ">=18"
},
"peerDependencies": {
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}
},
"node_modules/metro-react-native-babel-preset/node_modules/react-refresh": {
"version": "0.4.3",
"resolved": "https://registry.npmjs.org/react-refresh/-/react-refresh-0.4.3.tgz",
"integrity": "sha512-Hwln1VNuGl/6bVwnd0Xdn1e84gT/8T9aYNL+HAKDArLCS7LWjwr7StE30IEYbIkx0Vi3vs+coQxe+SQDbGbbpA==",
"license": "MIT",
"engines": {
"node": ">=0.10.0"
}
},
"node_modules/metro-resolver": {
"version": "0.81.1",
"resolved": "https://registry.npmjs.org/metro-resolver/-/metro-resolver-0.81.1.tgz",
@ -13916,6 +14524,38 @@
}
}
},
"node_modules/react-native-dotenv": {
"version": "3.4.11",
"resolved": "https://registry.npmjs.org/react-native-dotenv/-/react-native-dotenv-3.4.11.tgz",
"integrity": "sha512-6vnIE+WHABSeHCaYP6l3O1BOEhWxKH6nHAdV7n/wKn/sciZ64zPPp2NUdEUf1m7g4uuzlLbjgr+6uDt89q2DOg==",
"license": "MIT",
"dependencies": {
"dotenv": "^16.4.5"
},
"peerDependencies": {
"@babel/runtime": "^7.20.6"
}
},
"node_modules/react-native-fs": {
"version": "2.20.0",
"resolved": "https://registry.npmjs.org/react-native-fs/-/react-native-fs-2.20.0.tgz",
"integrity": "sha512-VkTBzs7fIDUiy/XajOSNk0XazFE9l+QlMAce7lGuebZcag5CnjszB+u4BdqzwaQOdcYb5wsJIsqq4kxInIRpJQ==",
"license": "MIT",
"peer": true,
"dependencies": {
"base-64": "^0.1.0",
"utf8": "^3.0.0"
},
"peerDependencies": {
"react-native": "*",
"react-native-windows": "*"
},
"peerDependenciesMeta": {
"react-native-windows": {
"optional": true
}
}
},
"node_modules/react-native-gesture-handler": {
"version": "2.20.2",
"resolved": "https://registry.npmjs.org/react-native-gesture-handler/-/react-native-gesture-handler-2.20.2.tgz",
@ -14667,6 +15307,12 @@
"url": "https://opencollective.com/webpack"
}
},
"node_modules/seedrandom": {
"version": "3.0.5",
"resolved": "https://registry.npmjs.org/seedrandom/-/seedrandom-3.0.5.tgz",
"integrity": "sha512-8OwmbklUNzwezjGInmZ+2clQmExQPvomqjL7LFqOYqtmuxRgQYqOD3mHaU+MvZn5FLUeVxVfQjwLZW/n/JFuqg==",
"license": "MIT"
},
"node_modules/selfsigned": {
"version": "2.4.1",
"resolved": "https://registry.npmjs.org/selfsigned/-/selfsigned-2.4.1.tgz",
@ -15362,6 +16008,15 @@
"node": ">=4"
}
},
"node_modules/string_decoder": {
"version": "1.3.0",
"resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.3.0.tgz",
"integrity": "sha512-hkRX8U1WjJFd8LsDJ2yQ/wWWxaopEsABU1XfkM8A+j0+85JAGppt16cr1Whg6KIbb4okU6Mql6BOj+uup/wKeA==",
"license": "MIT",
"dependencies": {
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}
},
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"resolved": "https://registry.npmjs.org/string-length/-/string-length-4.0.2.tgz",
@ -16541,6 +17196,13 @@
"react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0"
}
},
"node_modules/utf8": {
"version": "3.0.0",
"resolved": "https://registry.npmjs.org/utf8/-/utf8-3.0.0.tgz",
"integrity": "sha512-E8VjFIQ/TyQgp+TZfS6l8yp/xWppSAHzidGiRrqe4bK4XP9pTRyKFgGJpO3SN7zdX4DeomTrwaseCHovfpFcqQ==",
"license": "MIT",
"peer": true
},
"node_modules/util": {
"version": "0.12.5",
"resolved": "https://registry.npmjs.org/util/-/util-0.12.5.tgz",

9
package.json
View File

@ -18,11 +18,15 @@
"@expo/vector-icons": "^14.0.2",
"@react-navigation/bottom-tabs": "^7.2.0",
"@react-navigation/native": "^7.0.14",
"@tensorflow/tfjs": "^4.22.0",
"@tensorflow/tfjs-react-native": "^1.0.0",
"expo": "~52.0.31",
"expo-blur": "~14.0.3",
"expo-constants": "~17.0.5",
"expo-file-system": "~18.0.11",
"expo-font": "~13.0.3",
"expo-haptics": "~14.0.1",
"expo-image-picker": "~16.0.6",
"expo-linking": "~7.0.5",
"expo-router": "~4.0.17",
"expo-splash-screen": "~0.29.21",
@ -30,16 +34,17 @@
"expo-symbols": "~0.2.2",
"expo-system-ui": "~4.0.8",
"expo-web-browser": "~14.0.2",
"metro-react-native-babel-preset": "^0.77.0",
"react": "18.3.1",
"react-dom": "18.3.1",
"react-native": "0.76.7",
"react-native-dotenv": "^3.4.11",
"react-native-gesture-handler": "~2.20.2",
"react-native-reanimated": "~3.16.1",
"react-native-safe-area-context": "4.12.0",
"react-native-screens": "~4.4.0",
"react-native-web": "~0.19.13",
"react-native-webview": "13.12.5",
"expo-image-picker": "~16.0.6"
"react-native-webview": "13.12.5"
},
"devDependencies": {
"@babel/core": "^7.25.2",