♻️ Recyclability Classifier (Machine Learning Project)

A machine learning web application that classifies whether an object is recyclable or non-recyclable using a Convolutional Neural Network (CNN).

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🚀 Features

• Image-based classification (recyclable vs non-recyclable)
• Real-time predictions using Streamlit UI
• Deep learning model built with TensorFlow
• Uses OpenCV for image preprocessing

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🛠️ Tech Stack

• Python
• TensorFlow / Keras
• OpenCV
• Streamlit

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🧠 Model Details

• Convolutional Neural Network (CNN)
• Trained on image dataset of waste materials
• Performs binary classification

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▶️ How to Run

1. Clone the repository:

git clone https://github.com/sathwikpareedula/Recyclability-classifier.git

2. Install dependencies:

pip install -r requirements.txt

3. Run the app:

streamlit run final_app.py

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👥 Team Project

Developed during HackUTA 2023 with team members.

Original repository: https://github.com/veermshah/camRecycle

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💡 Skills Demonstrated

• Machine Learning (CNN)
• Image Processing
• Model Training & Evaluation
• Full ML pipeline (data → model → UI)
• Deployment using Streamlit