amehta633/cats-dogs-model-470

Model description

It's pretty simple, the model tries to differentiate between dogs/cats.

Intended uses & limitations

Only JPGs can be used and they are auto resized. Meant for dogs and cats only.

Training and evaluation data

Combined training data from multiple sources. Downloaded around 3000 cat and dog photos from r/dogs and r/cats. Curated kaggle datasets into one large dataset.

Training procedure

Trained using an early stopping for overfitting

Training hyperparameters

The following hyperparameters were used during training:

• optimizer: {'name': 'Adam', 'learning_rate': 0.001, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
• training_precision: float32