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hub / github.com/alibaba/nann / ssim_multiscale

Function ssim_multiscale

tensorflow/tensorflow/python/ops/image_ops_impl.py:3296–3419  ·  view source on GitHub ↗

Computes the MS-SSIM between img1 and img2. This function assumes that `img1` and `img2` are image batches, i.e. the last three dimensions are [height, width, channels]. Note: The true SSIM is only defined on grayscale. This function does not perform any colorspace transform. (If input i

(img1,
                    img2,
                    max_val,
                    power_factors=_MSSSIM_WEIGHTS,
                    filter_size=11,
                    filter_sigma=1.5,
                    k1=0.01,
                    k2=0.03)

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Callers

nothing calls this directly

Calls 15

convert_image_dtypeFunction · 0.85
do_padFunction · 0.85
_ssim_per_channelFunction · 0.85
reshapeMethod · 0.80
not_equalMethod · 0.80
reduce_meanMethod · 0.80
rangeFunction · 0.70
name_scopeMethod · 0.45
control_dependenciesMethod · 0.45
identityMethod · 0.45
castMethod · 0.45

Tested by

no test coverage detected