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||5 years ago|
|data_processing||5 years ago|
|inception_v4_model||5 years ago|
|src_single||5 years ago|
|Readme.md||5 years ago|
|main_single.py||5 years ago|
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis
Code for "SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis".
- Python, NumPy, SciPy
- A recent NVIDIA GPU
- The path to data files needs to be specified in
input_pipeline.py. The dataset will be released shortly.
- You need to download "Inception-V4 model", unzip it and put the checkpoint under
The model can be trained out of the box, by running
main_single.py. But there are several places you can change configurations:
- Commandline options in
- Some global options in
- Activation/Normalization functions in
- The model will be saved periodically. If you wish to resume, just use commandline switch
- If you wish to test the model, change
testand fill in