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hellochick / ICNet-tensorflow

TensorFlow-based implementation of "ICNet for Real-Time Semantic Segmentation on High-Resolution Images".
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Downsampled prediction in inference.py #69

Closed deeptf closed 6 years ago

deeptf commented 6 years ago

In the IC-Net paper, inference should be original resolution and the network predicted output should be original resolution. However in the code inference.py, model predicts 4x downsampled predicted map which is upsampled by tf.image.resize_bilinear ? Why the implementation follows this ?

deeptf commented 6 years ago

I notice that even in the original architecture test only branch has a 4x upsample to produce full resolution predicted map. This implementation does the same.