Medicinal Leaf Classification with Transfer Learning and fine tuning
Delve into the fascinating realm of image classification in Computer Vision with a focus on identifying Indian medicinal leaves! In this insightful article, we explore the evolution of Convolutional Neural Networks and the power of Transfer Learning in tackling this crucial task. Learn how fine-tuning techniques and strategic model architectures propelled us to achieve an impressive validation accuracy of ~93.45%. Dive into the intricacies of data preprocessing, model building, and performance evaluation, all showcased in a comprehensive Kaggle notebook. Let’s unravel the secrets behind leveraging Deep Learning for impactful solutions in healthcare and beyond.