Fix demo_inference to properly normalize input. #3111
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added 3 commits
January 4, 2018 19:51
Before the fix the demo_inference.py used batch_norm and it did the normalization of input image implicitly. If at inference time the batch_norm was disabled the inference produced incorrect results. This fix does the proper input image normalization and disables the batch_norm at inference time.
Use temp variable for predictions.
nealwu
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Jan 5, 2018
Adrrei
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Dec 16, 2018
Fix demo_inference to properly normalize input.
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Before the fix the demo_inference.py used batch_norm and it did the
normalization of input image implicitly. If at inference time the
batch_norm was disabled the inference produced incorrect results.
This fix does the proper input image normalization and disables the batch_norm
at inference time.
This is second attempt to merge this fix (previous #2978)