Bacterial Classification
AI/MLAI/ML model for classifying bacterial species from microscopy images using deep learning and CNNs.
Key Features
- 400 generated bacterial images across 4 classes (E. coli, Listeria, Salmonella, Staphylococcus)
- Random Forest, SVM and CNN models
- Majority-vote prediction across models
- Scripts for dataset generation, training, evaluation and prediction
Project Info
- Category
- AI/ML
- Tech Stack
- Python
- TensorFlow
- Deep Learning
- CNN
- OpenCV
Project Gallery
Project Overview
AI/ML model for classifying bacterial species using deep learning and CNN. Analyzes microscopy images to accurately identify bacterial types with high precision.