web/removebg: fix functionality after build, improve pipeline
- no longer killing the worker if it has done its job correctly and is expected to shut itself down - no longer reading messages not intended for the worker handler and also made the cobalt messaging distnict
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@@ -11,12 +11,8 @@ const models = {
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}
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}
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export const maskImage = async (source: Blob, mask: RawImage) => {
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const image = await RawImage.fromBlob(source);
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const canvas = document.createElement('canvas');
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canvas.width = image.width;
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canvas.height = image.height;
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export const maskImage = (image: RawImage, mask: RawImage) => {
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const canvas = new OffscreenCanvas(image.width, image.height);
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const ctx = canvas.getContext('2d');
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if (!ctx) return;
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@@ -29,12 +25,11 @@ export const maskImage = async (source: Blob, mask: RawImage) => {
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}
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ctx.putImageData(pixelData, 0, 0);
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return canvas;
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return canvas.transferToImageBitmap();
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}
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const removeImageBackground = async (file: File) => {
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const originalImageBlob = new Blob([file]);
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const image = await RawImage.fromBlob(originalImageBlob);
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const image = await RawImage.fromBlob(file);
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const model_type = "light";
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const model = await AutoModel.from_pretrained(models[model_type].id, {
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@@ -52,11 +47,17 @@ const removeImageBackground = async (file: File) => {
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const { output } = await model({ [models[model_type].input]: pixel_values });
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const mask = await RawImage.fromTensor(output[0].mul(255).to('uint8')).resize(image.width, image.height);
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self.postMessage({ source: originalImageBlob, mask });
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self.postMessage({
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cobaltRemoveBgWorker: {
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result: maskImage(image, mask),
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}
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});
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}
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}
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self.onmessage = async (event: MessageEvent) => {
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await removeImageBackground(event.data.file);
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if (event.data.file) {
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await removeImageBackground(event.data.file);
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}
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self.close();
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}
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