Spaces:
Sleeping
Sleeping
| 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. | |