Oral Cancer Prediction & AI Explanation Portal

• Educational Portal explaining AI's role in oral cancer detection.
• CNN Working Visualization for understanding how Convolutional Neural Networks process medical images.
• Deployed Oral Cancer Prediction Model hosted on Hugging Face and integrated into the app.

Test it now

• Preview here
• Repository

🌟 Features

1. AI in Oral Cancer Diagnosis (Frontend 1)

• Interactive content explaining AI's use in early oral cancer detection.
• Simplified explanations of AI models for healthcare professionals and students.

2. CNN Working Visualizer (Frontend 2)

• Explains convolution, pooling, and classification stages in CNNs.
• Includes interactive diagrams and animations.

3. Oral Cancer Prediction Model

• Trained deep learning model for predicting oral cancer from images.
• Uploaded to Hugging Face.
• Integrated directly into the frontend for real-time predictions.

🛠️ Tech Stack

🚀 Deployment

⚙️ Installation & Local Setup

1. Clone the repository

1. Install backend dependencies

1. Build frontends

1. Copy builds into backend

1. Run backend

🧠 Model Details

• Architecture: Convolutional Neural Network (CNN)
• Training Data: Histopathologic Oral Cancer Detection using CNNs
• Hosting: Hosted in Huggingface
• Input: Oral lesion histopathlogical images
• Output: Predicted class (Cancerous / Non-cancerous) with probability score