Building Deep Learning Projects with fastai -- From Model Training to Deployment - KDnuggets

Deep learning is inducing revolutionary changes across many disciplines. It is also becoming more accessible to domain experts and AI enthusiasts with the advent of libraries like TensorFlow, PyTorch, and now fastai. With the mission of democratizing deep learning, fastai is a research institute dedicated to helping everyone from a beginner level coder to a proficient deep learning practitioner to achieve world-class results with state-of-the-art models and techniques from the latest research in the field. This blog post will walk you through the process of developing a dog classifier using fastai. The goal is to learn how easy it is to get started with deep learning models and be able to achieve near-perfect results with a limited amount of data using pre-trained models.