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Output normalization #1717

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Merged
joeyballentine merged 4 commits into from
Apr 7, 2023
Merged

Output normalization #1717

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10ae138
Image output normalization
RunDevelopment Apr 7, 2023
1164f7b
Apply to nodes
RunDevelopment Apr 7, 2023
682bc77
Added 2D-ize back
RunDevelopment Apr 7, 2023
2de45d6
Didn't mean to remove that
RunDevelopment Apr 7, 2023
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Added 2D-ize back
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@RunDevelopment
RunDevelopment committed Apr 7, 2023
commit 682bc7783b9f26296d54353be95b13f69dcdb531
4 changes: 3 additions & 1 deletion backend/src/nodes/properties/inputs/numpy_inputs.py
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Expand Up @@ -48,7 +48,9 @@ def enforce(self, value):
)

assert value.dtype == np.float32, "Expected the input image to be normalized."
assert c != 1 or value.ndim == 2, "Expected single-channel images to be 2D."

if c == 1 and value.ndim == 3:
value = value[:, :, 0]

return value

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