A machine learning model that classifies waste as Organic or Recyclable using image data. Built during my 1-month virtual internship, focusing on applying AI to environmental sustainability.
- Image-based waste detection
- CNN model for accurate classification
- Preprocessing, training, and evaluation done in Jupyter Notebook (Anaconda)
- High accuracy with reliable predictions
- Python
- TensorFlow / Keras
- NumPy
- Pandas
- Matplotlib
- Jupyter Notebook (Anaconda Navigator)
- Collected and cleaned dataset
- Preprocessed images (resize, normalization)
- Built and trained a Convolutional Neural Network
- Evaluated performance & optimized accuracy
- Used the trained model to predict new waste images
- LinkedIn: https://www.linkedin.com/in/eunice21
- GitHub: https://github.com/eunicejemima