[PYTHON] I implemented DCGAN and tried to generate apples
Introduction
As the title says, I tried to grow apples using DCGAN.
Click here for the DCGAN paper (https://arxiv.org/abs/1511.06434)
I don't know if it's dirty and helpful, but I also tried implementing it → Implementation
as a result
Has been generated. It's almost an apple.
table of contents
- Structure
- Implementation
- Apple production
1. Structure
The structure of the Generator is as follows.
Generates $ Z $ (leftmost) that follows a uniform distribution, repeats convolution, and generates an image.
2. Implementation
It's dirty, but I implemented it in here. By the way, I referred to here.
3. Apple production
For the data, I used 498 apple images from here in Kaggle's dataset. I turned 1000 epochs with a batch size of 128. You can generate it nicely.
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