Transpose convolution

TensorFlow General Discussion
1

Regarding the transpose convolution,

Hi I want to know how the transpose convolution operation works in tensorflow framework for this version:
https://machinelearningmastery.com/upsampling-and-transpose-convolution-layers-for-generative-adversarial-networks/. Is the implementation of transpose convolution = upsampling layer + convolution used directly or any changes were made?

3

Hi @vijay_srinivas_tida, The transpose convolution in Tensorflow performs an operation to increase the spatial dimensions of the input features.

The input data is expanded by inserting zeros between the elements based upon the specified stride then convolution is applied on the expanded data using a kernel.

Please refer to this to know more. Thank You.