Category "generative-adversarial-network"

Scene Text Image Super-Resolution for OCR

I am working on an OCR system. A challenge that I'm facing for recognizing the text within ROI is due to the shakiness or motion effect shot or text that is no

Can we use one optimizer for GAN model?

I have seen lots of GAN tutorials, and all of them use two separate optimizers for Generator and Discriminator. Their code looks like this. import torch.nn as n

Implementation of a WGAN-GP in tensorflow

Using tensorflow, I'm trying to reimplement the following architecture (for now I'm focusing on the Generator part): What I've done for now has been defining t

Input 0 of layer "conv2d_transpose_4" is incompatible with the layer: expected ndim=4, found ndim=2. Full shape received: (None, 100)

I am trying to develop a GAN, I have created the generator and the discriminator and now I am trying to train it. I am using the Mnist dataset but I plan to use

How to use keras model inside other model in TPU

I am trying to convert a keras model to tpu model in google colab, but this model has another model inside. Take a look at the code: https://colab.research.goo

Tensor error using DiffAugment for data augmentation in my own dataset . data efficient gans

I'm trying to create synthetic data from pics within a folder called Bathroom using this colab example => https://colab.research.google.com/gist/zsyzzsoft/5f

stylegan3 stylegan2-ada tensor mismatch error for every 256 or 512 flickr related model

Anyone having the same tensor size mismatch when trying finetuning on ffhq,ffhqu or celebahq models with stylegan3 (and with --cfg=stylegan2)? With afhqv2 and