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metadata

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.