[FFmpeg-devel] [GSOC] [PATCH] TensorFlow backend introduction for DNN module

Pedro Arthur bygrandao at gmail.com
Sun Jun 3 19:57:20 EEST 2018


2018-05-31 12:01 GMT-03:00 Sergey Lavrushkin <dualfal at gmail.com>:
> Hello,
>
> This patch introduces TensorFlow backend for DNN inference module.
> This backend uses TensorFlow binary models and requires from model
> to have the operation named 'x' as an input operation and the operation
> named 'y' as an output operation. Models are executed using libtensorflow.

Hi,

You added the tf model in dnn_srcnn.h, it seems the data is being
duplicated as it already contains the weights as C float arrays.
Is it possible to construct the model graph via C api and set the
weights using the ones we already have, eliminating the need for
storing the whole tf model?


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