---
language: en
tags:
- keras
- computer-vision
- image-classification
- cnn
license: mit
---

# Simple CNN Classifier

## Model Architecture
- **Data Augmentation:** Random Flip, Rotation, Zoom, Contrast
- **Conv Blocks:** 32 -> 64 -> 128 filters + MaxPool
- **Regularization:** Dropout
- **Head:** GlobalAveragePooling2D -> Dense Layer

## How to Load & Use
```python
import keras

model = keras.saving.load_model("hf://kolkela/simple-cnn-classifier")