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| author | Przemysław Dolata <snowball91b@gmail.com> | 2017-11-06 15:42:07 +0100 |
|---|---|---|
| committer | GitHub <noreply@github.com> | 2017-11-06 15:42:07 +0100 |
| commit | 613e13bef77d4f9ecda21f33b7c66a4758e1c5c9 (patch) | |
| tree | 526acc8927fd51187aa925c75cfbf94f298fe257 | |
| parent | be6a5c42c4a55b918aa1bedc68e9238014c2b5dd (diff) | |
| parent | bfc638d502b8b991e6ef5aaaa1946049312e6336 (diff) | |
| download | caffe-613e13bef77d4f9ecda21f33b7c66a4758e1c5c9.tar.gz caffe-613e13bef77d4f9ecda21f33b7c66a4758e1c5c9.tar.bz2 caffe-613e13bef77d4f9ecda21f33b7c66a4758e1c5c9.zip | |
Merge pull request #5719 from leemgs/upstream-issue5718
Fix: mean shape incompatible with input shape
| -rw-r--r-- | python/caffe/io.py | 7 |
1 files changed, 6 insertions, 1 deletions
diff --git a/python/caffe/io.py b/python/caffe/io.py index d61f765b..ed4b3bef 100644 --- a/python/caffe/io.py +++ b/python/caffe/io.py @@ -256,7 +256,12 @@ class Transformer: if len(ms) != 3: raise ValueError('Mean shape invalid') if ms != self.inputs[in_][1:]: - raise ValueError('Mean shape incompatible with input shape.') + in_shape = self.inputs[in_][1:] + m_min, m_max = mean.min(), mean.max() + normal_mean = (mean - m_min) / (m_max - m_min) + mean = resize_image(normal_mean.transpose((1,2,0)), + in_shape[1:]).transpose((2,0,1)) * \ + (m_max - m_min) + m_min self.mean[in_] = mean def set_input_scale(self, in_, scale): |