The Python Oracle

DCGAN debugging. Getting just garbage

This video explains
DCGAN debugging. Getting just garbage

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Music by Eric Matyas
https://www.soundimage.org
Track title: Horror Game Menu Looping

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Chapters
00:00 Question
09:23 Accepted answer (Score 2)
16:13 Thank you

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Full question
https://stackoverflow.com/questions/6042...

Question links:
[basically what I did besides some things like Embedding layer ect.]: https://github.com/soumith/ganhacks
[Pytorch tutorial Model]: https://pytorch.org/tutorials/beginner/d...
[Code for the pytorch tutorial dcgan model]: https://github.com/pytorch/examples/tree...
[First link to my Code (Pastebin)]: https://pastebin.com/XCd4rwRW
[Second link to my Code (0bin)]: https://0bin.net/paste/Cc-mqarmRD6Jij3W#...

Accepted answer links:
[Multi-Scale Gradients]: https://arxiv.org/abs/1903.06048
[Instance Noise]: https://www.inference.vc/instance-noise-.../
[Various tricks I used]: https://github.com/soumith/ganhacks/blob...
[More tricks]: https://towardsdatascience.com/10-lesson...

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Tags
#python #neuralnetwork #pytorch #generativeadversarialnetwork

#avk47