Project information
- Category: Deep Learning
- Role: Solo Researcher
- Project date: February - March, 2023
- Project URL: Github Repository
Image Classification Using Convolutional Neural Networks
In this project, I demonstrate:
- Transfer Learning: Applied fine-tuning on ResNet-50 with the Oxford Pet Dataset, illustrating adaptability of pre-trained models.
- CNN Implementation: Developed a custom CNN from scratch, trained on the CIFAR-10 dataset, showcasing deep learning capabilities.
This project underscores my robust data science skills, providing evidence of practical problem-solving and model optimization proficiency.