---
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.