I have a small hobby—I photograph the beautiful grates on city doors and windows. I had the idea of training a model to create new, interesting grates or patterns based on them.
Example of several photographs:
photos of grids, cropped to a square
Examples of various forged window grille photographs
Working with Neural Networks
Photos of forged grilles were collected and cropped to a square format for working with the neural network. SDXL_DreamBooth_LoRA was used to train the neural network. In the Colab notebook, the GPU is configured, necessary libraries are installed, and the required parameters are set. After preparing all the data, the LoRA is launched, which is necessary for generating new images of forged grilles.
The resulting series of images
