keras-dreambooth/monkey_island_style

Model description

This model is a fine-tuned Stable Diffusion modeled, using the Dreambooth technique. It was trained on 43 screenshots of the game Return To Monkey Island, scraped from the Internet. You can find the full set here: Return To Monkey Island Screenshots

The result resembles the style from the game, even though you should not expect wonders and rather see it as its own style inspired by the game's.

It was created by johko for the keras-dreambooth sprint.

Training procedure

This model was trained using the keras implementation of dreambooth. You can find the notebook to train these models and how to attend this sprint here.

Example Outputs

Geralt of Rivia

Frodo Baggins

Han Solo

Training hyperparameters

The following hyperparameters were used during training:

Hyperparameters	Value
inner_optimizer.class_name	Custom>RMSprop
inner_optimizer.config.name	RMSprop
inner_optimizer.config.weight_decay	None
inner_optimizer.config.clipnorm	None
inner_optimizer.config.global_clipnorm	None
inner_optimizer.config.clipvalue	None
inner_optimizer.config.use_ema	False
inner_optimizer.config.ema_momentum	0.99
inner_optimizer.config.ema_overwrite_frequency	100
inner_optimizer.config.jit_compile	True
inner_optimizer.config.is_legacy_optimizer	False
inner_optimizer.config.learning_rate	0.0010000000474974513
inner_optimizer.config.rho	0.9
inner_optimizer.config.momentum	0.0
inner_optimizer.config.epsilon	1e-07
inner_optimizer.config.centered	False
dynamic	True
initial_scale	32768.0
dynamic_growth_steps	2000
training_precision	mixed_float16

Model Plot

View Model Plot