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Published 20 hours ago • verified publisher icon BakingBrains

Type of Dataset images? RGB or Greyscale?

Open Asaad-Pak opened this issue 2 years ago • 5 comments

Can you show the data on which this GAN was trained? Because I am confused that your dataset consisted of either RGB images or greyscale images.

Asaad-Pak avatar Dec 11 '22 10:12 Asaad-Pak

@Asaad-Pak I used this data : https://www.kaggle.com/datasets/jessicali9530/stanford-cars-dataset RGB images of cars

BakingBrains avatar Dec 11 '22 15:12 BakingBrains

@BakingBrains thank you for the info. Also, I am running this code on google colab. Can you tell me how much EPOCHs are sufficient for producing good data and what parameters I can further change to improve the GAN result?

Asaad-Pak avatar Dec 11 '22 19:12 Asaad-Pak

@Asaad-Pak just train with current configuration. If it fails increase the Epochs and GENERATE_RES

BakingBrains avatar Dec 12 '22 02:12 BakingBrains

@BakingBrains ok thanks :)

Asaad-Pak avatar Dec 12 '22 19:12 Asaad-Pak

I have changed Epochs to 550 and I am working on the human faces data set but it is not producing good results. I am not getting good results I have also checked it by increasing the Generate Res too. I am using this dataset: https://www.kaggle.com/datasets/ashwingupta3012/human-faces

train-549 (3)

Asaad-Pak avatar Dec 12 '22 19:12 Asaad-Pak