aashritharao2005/learning-content-difficulty-cnn

title: Learning Content Difficulty CNN emoji: 📘 colorFrom: blue colorTo: green sdk: streamlit sdkversion: "1.31.0" appfile: streamlit_app.py pinned: false license: mit ---

📘 Learning Content Difficulty Estimator

This Streamlit application uses a Convolutional Neural Network (CNN) to estimate the difficulty level (Easy / Medium / Hard) of learning content based on the visual complexity of study material images.

🚀 Features

• —Upload images of notes, slides, or textbook pages
• —CNN-based difficulty prediction
• —Simple and clean Streamlit UI
• —Deployed on Hugging Face Spaces

🧠 Model

The model (learning_content_difficulty_cnn.h5) was trained on labeled learning content images using TensorFlow/Keras.

🛠 Tech Stack

• —Python
• —TensorFlow / Keras
• —Streamlit
• —NumPy
• —Pillow