Get AI to be a designer ~ Create a brand logo ~ Image generation with StyleGAN-xl
Develop designer AI
Corporate and brand logos require sophisticated designs that appeal to people’s hearts.
Let AI learn many logos in the world and create new logo ideas with design appealing to people’s hearts.
collect logo data
First, collect a lot of beautiful logo images.
This time we collected 20000 fictitious logo images.
let AI learn
Let AI learn the collected logo images.
Get AI to generate images
An AI that has successfully learned the characteristics of a logo can generate a completely new logo.
This time, it was not possible to learn well, probably due to the variation in the dataset, or because the GPU was not charged enough. . .
We use StyleGANxl.
git clone https://github.com/autonomousvision/stylegan-xl.git
pip install dill
pip install ftfy
pip install timm==0.5.4
pip install Ninja
pip install setuptools==59.5.0
pip install torch==1.9.0+cu111 torchvision==0.10.0+cu111 torchaudio==0.9.0 -f https://download.pytorch.org/whl/torch_stable.html
Preparing the dataset
Collect a lot of images and put them in a directory.
Run the dataset creation script.
python dataset_tool.py --source=path_to_images_dir --dest=images-256x256.zip --resolution=256x256
You can start learning with this script.
python train.py --outdir=checkpoints --cfg=stylegan3-t --data=images-256x256.zip --gpus=1 --batch=64 --mirror=1 --snap 10 --batch-gpu 8 --kimg 10000 --syn_layers 10
Generate images with learned AI.
python gen_images.py --outdir=out --trunc=0.7 --seeds=10-15 --batch-sz 1 \
python gen_video.py --output=out.mp4 --trunc=0.7 --seeds=200-231 --grid=4x2 \
I failed this time, but you can also generate characters and so on.
I am a freelance engineer.
If you have any of the following requests, please feel free to contact us.
“I want to develop an AI service,
I want to , I want to develop a smartphone app that uses AI
, I want to create an application that uses AR, I want to create a smartphone app, but I don’t know who to consult…”
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