nuthatch-bird-demo

keras-dreambooth/nuthatch-bird-demo

nuthatch-bird-demo is a machine learning model from keras-dreambooth. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for keras.

This is a Stable Diffusion model fine-tuned with Keras using Dreambooth on white breasted nuthatch

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Hugging Face

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At a glance

Library: keras
Access: Public
Created: Mar 18, 2023
Updated: Mar 18, 2023
SHA: 947fb9fb

Datasets

nsanghi/sample-datasets

Spaces

keras-dreambooth/nuthatch-bird-demo

Model card

From the Hugging Face model README

Model description

This is a Stable Diffusion model fine-tuned with Keras using Dreambooth on white breasted nuthatch

Intended uses & limitations

This model is trained for Dreambooth tutorial.

Training and evaluation data

This model is trained on dog images in this dataset.

Training procedure

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

Library: keras
Created: Mar 18, 2023
Updated: Mar 18, 2023