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Brandon Lei
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Brandon Lei
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Sep 23, 2024
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import { createCanvas, loadImage } from 'canvas'; | ||
import { endpoint, port } from "./enums"; | ||
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export class LineDetector { | ||
private lastDetectedLine: number[][] = []; | ||
private isProcessing = false; | ||
private canvas: any; | ||
private ctx: any; | ||
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constructor(private raspberryPiIp: string, private width = 640, private height = 480) { | ||
this.canvas = createCanvas(this.width, this.height); | ||
this.ctx = this.canvas.getContext('2d'); | ||
} | ||
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async detectLine(): Promise<number[][]> { | ||
if (this.isProcessing) return this.lastDetectedLine; | ||
this.isProcessing = true; | ||
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try { | ||
const image = await loadImage(`http://${this.raspberryPiIp}:${port.camera}/${endpoint.video}`); | ||
this.ctx.drawImage(image, 0, 0, this.width, this.height); | ||
const imageData = this.ctx.getImageData(0, 0, this.width, this.height); | ||
const lineCoordinates = this.processImageData(imageData); | ||
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if (lineCoordinates.length > 0) { | ||
this.lastDetectedLine = lineCoordinates; | ||
} | ||
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return this.lastDetectedLine; | ||
} catch (error) { | ||
console.error('Error detecting line:', error); | ||
return this.lastDetectedLine; | ||
} finally { | ||
this.isProcessing = false; | ||
} | ||
} | ||
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private processImageData(imageData: ImageData): number[][] { | ||
const lineCoordinates: number[][] = []; | ||
const threshold = 50; | ||
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for (let y = 0; y < this.height; y++) { | ||
for (let x = 0; x < this.width; x++) { | ||
const index = (y * this.width + x) * 4; | ||
const r = imageData.data[index]; | ||
const g = imageData.data[index + 1]; | ||
const b = imageData.data[index + 2]; | ||
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if (r < threshold && g < threshold && b < threshold) { | ||
lineCoordinates.push([x, y]); | ||
} | ||
} | ||
} | ||
return lineCoordinates.sort((a, b) => a[1] - b[1]); | ||
} | ||
} | ||
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export function createLineDetector(raspberryPiIp: string): () => Promise<number[][]> { | ||
const detector = new LineDetector(raspberryPiIp); | ||
return () => detector.detectLine(); | ||
} |
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@@ -33,5 +33,8 @@ | |
"ts-node": { | ||
"typescript": "$typescript" | ||
} | ||
}, | ||
"dependencies": { | ||
"canvas": "^2.11.2" | ||
} | ||
} |
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