Project Idea
Blah blah blah
For model training, I compiled a dataset of 20 hand-painted oil paintings by Leonardo da Vinci. By choosing Da Vinci specifically, I ensure that his works are not subject to copyright and are considered public domain.
Model Training
The model training process was performed on Kaggle, utilizing Fine-tuning Stable Diffusion XL and the LoRA method. For the model’s training itself, 20 square images, each at a resolution of 1280×1280, were used.
During the model fine-tuning, I encountered several issues not mentioned in the course material. Because of this, I needed to add several extra lines of code and work with two T4 GPU accelerators, rather than the P100 GPUs specified in the lectures.
Result, Series
— oil painting in DAVINCI style, angelic woman with long hair
–oil painting in DAVINCI style, angelic man with long hair
–oil painting in DAVINCI style, young angel
Conclusions
Code + Source Files