Embark on a comprehensive exploration of image classification techniques within the context of bee species identification. This series of projects navigates through image manipulation, traditional classification methods, and the power of deep learning.
Introduce yourself to the fundamentals of loading and manipulating image data using the Pillow library. This initial project sets the stage for a journey through various image classification techniques.
Advance your skills as you delve into more intricate image manipulation and classification strategies. Construct a model to differentiate honey bees and bumble bees, showcasing your expertise in bee species identification.
Embark on a deep learning adventure by building and evaluating a refined model for bee species identification. Leverage renowned Python libraries and pre-trained models to achieve accurate outcomes.
Join me on this captivating exploration of image classification and computer vision, contributing to advancements in bee species identification.