Welcome to the world of convolutional neural networks (CNNs)
I have embarked on this journey by developing a binary image classification system, leveraging the Dogs vs. Cats dataset, a popular dataset in the Kaggle community. After rigorous fine-tuning, I achieved an accuracy rate of slightly above 98%.
For this model, I employed the EfficientNetB5 architecture. Although it's a relatively straightforward CNN, I'm actively working towards creating more unique and sophisticated models. This endeavor marks just the starting point of what promises to be an exciting exploration.
Happy coding :p