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:

  1. Transfer Learning: Applied fine-tuning on ResNet-50 with the Oxford Pet Dataset, illustrating adaptability of pre-trained models.
  2. 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.