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The resolution of the generated video will be...
Browse files- diffusers_helper/bucket_tools.py +103 -30
diffusers_helper/bucket_tools.py
CHANGED
@@ -1,30 +1,103 @@
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bucket_options = {
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640: [
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(416, 960),
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(448, 864),
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(480, 832),
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(512, 768),
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(544, 704),
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(576, 672),
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(608, 640),
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(640, 608),
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(672, 576),
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(704, 544),
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(768, 512),
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(832, 480),
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(864, 448),
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(960, 416),
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],
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bucket_options = {
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640: [
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(416, 960),
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(448, 864),
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(480, 832),
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(512, 768),
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(544, 704),
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(576, 672),
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(608, 640),
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(640, 608),
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(672, 576),
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(704, 544),
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(768, 512),
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(832, 480),
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(864, 448),
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(960, 416),
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],
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672: [
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(480, 864),
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(512, 832),
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(544, 768),
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(576, 704),
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(608, 672),
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(640, 640),
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(672, 608),
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(704, 576),
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(768, 544),
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(832, 512),
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(864, 480),
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],
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704: [
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(480, 960),
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(512, 864),
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(544, 832),
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(576, 768),
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(608, 704),
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(640, 672),
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(672, 640),
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(704, 608),
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(768, 576),
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(832, 544),
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(864, 512),
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(960, 480),
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],
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768: [
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(512, 960),
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(544, 864),
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(576, 832),
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(608, 768),
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(640, 704),
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(672, 672),
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(704, 640),
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(768, 608),
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(832, 576),
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(864, 544),
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(960, 512),
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],
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832: [
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(544, 960),
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(576, 864),
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(608, 832),
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(640, 768),
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(672, 704),
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(704, 672),
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(768, 640),
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(832, 608),
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(864, 576),
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(960, 544),
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],
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864: [
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(576, 960),
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(608, 864),
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(640, 832),
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(672, 768),
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(704, 704),
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(768, 672),
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(832, 640),
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(864, 608),
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(960, 576),
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],
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960: [
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(608, 960),
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(640, 864),
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(672, 832),
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(704, 768),
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(768, 704),
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(832, 672),
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(864, 640),
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(960, 608),
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],
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}
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def find_nearest_bucket(h, w, resolution=640):
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min_metric = float('inf')
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best_bucket = None
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for (bucket_h, bucket_w) in bucket_options[resolution]:
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metric = abs(h * bucket_w - w * bucket_h)
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if metric <= min_metric:
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min_metric = metric
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best_bucket = (bucket_h, bucket_w)
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print("The resolution of the generated video will be " + str(best_bucket))
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return best_bucket
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