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vanvalenlab / deepcell-tf / 1465 / 1
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Ran 20 Apr 2020 08:58PM UTC
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20 Apr 2020 07:34PM UTC coverage: 75.285% (+0.3%) from 75.023%
TF_VERSION=1.14.0

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Update panopticnet and fpn for future model export support (#352)

* Replaced TensorProduct layers with Conv layers. Added names to all layers

* Added support for lite feature pyramid networks, which use depthwise convs instead of convs during FPN construction

* Removed extraneous function from panopticnet.py

* Switched the upsampling layers to bilinear interpolation as opposed to nearest neighbor - required for models to be quantized

* Restore fpn semantic_upsample to the original function

* Check ndim before creating semantic head

* Added ability to change the interpolation mode of upsampling2d layers

Co-authored-by: David Van Valen <vanvalen@gmail.com>
Co-authored-by: willgraf <7930703+willgraf@users.noreply.github.com>

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