MATLAB Classification CNN
AI
• Built a deep learning Convolutional Neural Network in MATLAB to solve an image processing rice classification problem. Optimized and fine-tuned 2 pre-trained CNNs; Alexnet and Googlenet.
• Handled data pre-processing, data augmentation, experimented with different topologies and network architecture and assessed their performance using varying metrics and conducted hyperparameter tuning.
• This coursework required critical analysis of results, choosing appropriate techniques and iterative experimentation. Findings were summarized in academic posters, reports and presented to professors.
Project link: https://github.com/alina-ahmed-tech/cnn-image-classification-of-rice