Skip to content

A Deep Learning diagnostic tool for automated brain tumor classification and interpretability

Notifications You must be signed in to change notification settings

NyxLumen/Encephlo

Folders and files

NameName
Last commit message
Last commit date

Latest commit

ย 

History

17 Commits
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 

Repository files navigation

๐Ÿง  Encephlo | Brain Tumor Detection Suite

An advanced AI-powered diagnostic interface designed for automated classification of MRI scans using Deep Learning and Interpretability layers.

๐Ÿš€ Overview

Encephlo bridges the gap between complex Neural Networks and clinical utility. By utilizing Transfer Learning and Grad-CAM visualization, this tool not only detects tumors but explains why it made the decision.

๐Ÿ› ๏ธ Tech Stack

  • AI Core: TensorFlow / Keras (ResNet50)
  • UI/UX: Streamlit
  • Interactivity: Plotly & OpenCV
  • Scientific Analysis: Seaborn & Scikit-learn

๐Ÿ“‚ Project Structure

  • /src: Application source code and UI logic.
  • /notebooks: Model training and data exploration (Colab).
  • /models: Saved model weights (.h5).

๐Ÿ‘ฅ The Team

  • UI & Integration Lead: Nyx Lumen
  • AI & Data Lead: Sid

About

A Deep Learning diagnostic tool for automated brain tumor classification and interpretability

Topics

Resources

Stars

Watchers

Forks

Contributors 2

  •  
  •