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"1.2.4", + "@img/sharp-libvips-linuxmusl-x64": "1.2.4", + "@img/sharp-linux-arm": "0.34.5", + "@img/sharp-linux-arm64": "0.34.5", + "@img/sharp-linux-ppc64": "0.34.5", + "@img/sharp-linux-riscv64": "0.34.5", + "@img/sharp-linux-s390x": "0.34.5", + "@img/sharp-linux-x64": "0.34.5", + "@img/sharp-linuxmusl-arm64": "0.34.5", + "@img/sharp-linuxmusl-x64": "0.34.5", + "@img/sharp-wasm32": "0.34.5", + "@img/sharp-win32-arm64": "0.34.5", + "@img/sharp-win32-ia32": "0.34.5", + "@img/sharp-win32-x64": "0.34.5" + } + }, "node_modules/string_decoder": { "version": "1.3.0", "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.3.0.tgz", @@ -722,6 +1274,13 @@ "safe-buffer": "~5.2.0" } }, + "node_modules/tslib": { + "version": "2.8.1", + "resolved": "https://registry.npmjs.org/tslib/-/tslib-2.8.1.tgz", + "integrity": "sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w==", + "license": "0BSD", + "optional": true + }, "node_modules/tsx": { "version": "4.21.0", "resolved": "https://registry.npmjs.org/tsx/-/tsx-4.21.0.tgz", diff --git a/package.json b/package.json index d14840f..62dc477 100644 --- a/package.json +++ b/package.json @@ -16,10 +16,12 @@ "type": "module", "devDependencies": { "@types/node": "^25.5.0", + "@types/sharp": "^0.31.1", "tsx": "^4.21.0", "typescript": "^6.0.2" }, "dependencies": { - "replicate": "^1.4.0" + "replicate": "^1.4.0", + "sharp": "^0.34.5" } } diff --git a/process-images.ts b/process-images.ts index b5f3c93..7763ed0 100644 --- a/process-images.ts +++ b/process-images.ts @@ -3,43 +3,108 @@ import path from "path"; const inputDirectory = "images/unprocessed"; const outputDirectory = "images/processed"; +const backgroundRemovedDirectory = "images/background_removed"; const watermarkImage = "images/Watermark.png"; import Replicate from "replicate"; +import sharp from "sharp"; -const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN }); +const removeWatermark = async () => { -const prompt = "Carefully remove the watermark in image 1 from image 2, leaving everything else unchanged. Preserve icon details while removing watermark text that says 'Airhex.com'. Save with a white background." + const replicate = new Replicate({auth: process.env.REPLICATE_API_TOKEN}); -fs.mkdirSync(outputDirectory, { recursive: true }); + const prompt = "Carefully remove the watermark in image 1 from image 2, leaving everything else unchanged. Preserve icon details while removing watermark text that says 'Airhex.com'. Save with a white background." -const pngFiles = fs - .readdirSync(inputDirectory) - .filter((file) => file.toLowerCase().endsWith(".png")) + fs.mkdirSync(outputDirectory, {recursive: true}); -for (const file of pngFiles) { - const filePath = path.join(inputDirectory, file); - const outputPath = path.join(outputDirectory, file); + const pngFiles = fs + .readdirSync(inputDirectory) + .filter((file) => file.toLowerCase().endsWith(".png")) - if (fs.existsSync(outputPath)) { - continue; + for (const file of pngFiles) { + const filePath = path.join(inputDirectory, file); + const outputPath = path.join(outputDirectory, file); + + if (fs.existsSync(outputPath)) { + console.log(`Converting: ${file} (webp → png)`); + const webpData = fs.readFileSync(outputPath); + const pngData = await sharp(webpData).png().toBuffer(); + fs.writeFileSync(outputPath, pngData); + continue; + } + + console.log(`Processing: ${filePath}`); + const watermarkData = fs.readFileSync(watermarkImage); + + const imageData = fs.readFileSync(filePath); + const watermarkBase64 = `data:image/png;base64,${watermarkData.toString("base64")}`; + + const imageBase64 = `data:image/png;base64,${imageData.toString("base64")}`; + + const output = await replicate.run("qwen/qwen-image-edit-plus", { + input: { + image: [watermarkBase64, imageBase64], + prompt, + }, + }) as { url(): string }[]; + const resultBuffer = Buffer.from(await(await fetch(output[0].url())).arrayBuffer()); + fs.writeFileSync(outputPath, resultBuffer); + + console.log(`Saved: ${outputPath}`); } +} - console.log(`Processing: ${filePath}`); - const watermarkData = fs.readFileSync(watermarkImage); +const removeBackground = async () => { + fs.mkdirSync(backgroundRemovedDirectory, { recursive: true }); - const imageData = fs.readFileSync(filePath); - const watermarkBase64 = `data:image/png;base64,${watermarkData.toString("base64")}`; + const pngFiles = fs + .readdirSync(outputDirectory) + .filter((file) => file.toLowerCase().endsWith(".png")); - const imageBase64 = `data:image/png;base64,${imageData.toString("base64")}`; + // Load mask once + const { data: maskData } = await sharp("images/Mask.png") + .greyscale() + .raw() + .toBuffer({ resolveWithObject: true }); - const output = await replicate.run("qwen/qwen-image-edit-plus", { - input: { - image: [watermarkBase64, imageBase64], - prompt, - }, - }) as { url(): string }[]; - const resultBuffer = Buffer.from(await (await fetch(output[0].url())).arrayBuffer()); - fs.writeFileSync(outputPath, resultBuffer); + for (const file of pngFiles) { + const filePath = path.join(outputDirectory, file); + const outputPath = path.join(backgroundRemovedDirectory, file); - console.log(`Saved: ${outputPath}`); -} \ No newline at end of file + if (fs.existsSync(outputPath)) { + console.log(`Skipping: ${file} (already processed)`); + continue; + } + + console.log(`Processing: ${filePath}`); + + const { data, info } = await sharp(filePath) + .ensureAlpha() + .raw() + .toBuffer({ resolveWithObject: true }); + + for (let i = 0; i < info.width * info.height; i++) { + data[i * 4 + 3] = maskData[i]; + } + + await sharp(data, { + raw: { width: info.width, height: info.height, channels: 4 } + }).png().resize(256, 256).toFile(outputPath); + + console.log(`Saved: ${outputPath}`); + } +}; + +const commands: Record Promise> = { + removeWatermark, + removeBackground, +}; + +const command = process.argv[2]; + +if (!command || !commands[command]) { + console.error(`Usage: npx tsx process-images.ts `); + console.error(`Available commands: ${Object.keys(commands).join(", ")}`); + process.exit(1); +} + +await commands[command](); \ No newline at end of file