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[GSoC] StackGAN Model #77

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Vishal-V
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  • StackGAN model implementation as part of GSoC 2019 proposal.
  • The model has been implemented from the paper.
  • The code follows the recommended python guidelines and is compatible with the TF 2.0 beta release.
  • The code has been tested and all bugs have been fixed for both Stage 1 and Stage 2 of the StackGAN.
  • The architecture list is present in the README file and all dependencies can be downloaded from the requirements.txt file.

@googlebot googlebot added the cla: yes CLA has been signed label Jul 22, 2019
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@MarkDaoust MarkDaoust left a comment

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Again, I'll have to review this in more detail.

Mostly it looks great.

Was this written from scratch, or adapted from elsewhere?

# See the License for the specific language governing permissions and
# limitations under the License.
# ==============================================================================
"""Sample runner Code.
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if __name__=="__main__":

It could be even better to have a .ipynb driver for this as well.

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@Vishal-V Vishal-V Aug 25, 2019

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I will create a notebook after uploading the trained weights and modify the code to draw inferences. The official implementation of StackGAN [GitHub Link] is quite outdated and wanted to create a model of that pedigree. Thus, will train the model and upload a driver notebook that shows how to train or draw inferences from this.

tensorflow_examples/models/stack_gan/data_download.py Outdated Show resolved Hide resolved
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