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code_snippet_5 for "Playing Mortal Kombat with TensorFlow.js. Transfer learning and data augmentation" translation
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export const readInput = img => imageToInput(readImage(img), TotalChannels); | |
const readImage = path => jpeg.decode(fs.readFileSync(path), true); | |
const imageToInput = image => { | |
const values = serializeImage(image); | |
return tf.tensor3d(values, [image.height, image.width, 3], 'int32'); | |
}; | |
const serializeImage = image => { | |
const totalPixels = image.width * image.height; | |
const result = new Int32Array(totalPixels * 3); | |
for (let i = 0; i < totalPixels; i++) { | |
result[i * 3 + 0] = image.data[i * 4 + 0]; | |
result[i * 3 + 1] = image.data[i * 4 + 1]; | |
result[i * 3 + 2] = image.data[i * 4 + 2]; | |
} | |
return result; | |
}; |
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