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Model description

This model has been fine-tuned by by Shamima on bengali clay cups and saucers.

Intended uses & limitations

Please feel free to make your imaginations run wild and have fun.

Example images generated

Unique sets of cups using bengali clay pottery style Unique sets of cups using bengali clay pottery style

Michelango's David re-imagined in bengali clay pottery style and texture

Michelango's David re-imagined in bengali clay pottery style and texture A town of futuristic buildings in clay pottery style

A town of futuristic buildings in clay pottery style

Unique jewellery pieces in bengali clay pottery style

Unique jewellery pieces in bengali clay pottery style

Training and evaluation data

The model was fine-tuned on my personal collection of cups and saucer sets made of clay pottery. Dataset can be found here.

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

Model Plot

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Inference Examples
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