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---
title: GERD Lightweight ViT Classifier
emoji: 🏥
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.0.0
app_file: app.py
pinned: false
---
# GERD Lightweight Vision Transformer Classifier
This is a lightweight Vision Transformer model for GERD classification.
## Model Architecture
- **Image size**: 224×224×3
- **Patch size**: 8×8
- **Projection dimension**: 64
- **Transformer layers**: 4
- **Attention heads**: 4
- **MLP head units**: [128, 64]
## Usage
Upload an image and the model will classify it into one of the predefined classes.
## Preprocessing
Images are:
1. Resized to 224×224
2. Converted to RGB
3. Normalized to [0, 1] range
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