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---
title: Project Phoenix - Cervical Cancer Cell Classification
emoji: 🔬
colorFrom: purple
colorTo: blue
sdk: gradio
sdk_version: 4.0.0
app_file: app.py
pinned: false
license: mit
---
# Project Phoenix - Cervical Cancer Cell Classification
This is a Gradio application for automated classification of cervical cancer cells using a fine-tuned ConvNeXt V2 model.
## Model
The model classifies cervical cells into 5 categories:
- Dyskeratotic
- Koilocytotic
- Metaplastic
- Parabasal
- Superficial-Intermediate
## Features
- Basic prediction mode for quick classification
- Explainability mode with GRAD-CAM visualization
- High accuracy ConvNeXt V2 architecture
- Real-time inference
## Usage
Upload a cervical cell image and get instant classification results with confidence scores.
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