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---
library_name: keras
tags:
- image-classification
- keras
---
## 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
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