The concept of style transfer refers to the process of rendering the style of a product into another product. Imagine that your fashion-crazy friend bought a blue-printed bag and wanted to get a pair of shoes of a similar print to go with it. Up until 2016, this might not have been possible, unless they were friends with a fashion designer who would first have to design a shoe before it was approved for production. With the recent progress in generative adversarial networks; however, this kind of design process can be carried out easily.

• To build a System that con convert handbag edges to Handbag Images
• Learn the architectures of the Model and the technical knowhow

[Data] (https://people.eecs.berkeley.edu/~tinghuiz/projects/pix2pix/datasets/edges2handbags.tar.gz)

python image_split.py --path /media/santanu/9eb9b6dc-b380-486e-b4fd-c424a325b976/edges2handbags/ --_dir_ train

python cycledGAN_edges_to_bags.py process_main  --dataset_dir /media/santanu/9eb9b6dc-b380-486e-b4fd-c424a325b976/edges2handbags/ epochs 100

These are sample commands and need to be changed accordingly based on data repositories,output directory,etc