Google Colaboratory and Python - Deep Learning Basics for Computer Vision Tasks

Learn essential computer vision techniques through a comprehensive tech tutorial that starts with mastering Google Colaboratory for Python coding and command execution. Explore fundamental Python operations for image processing, including loading, displaying, and modifying images. Progress through the core concepts of Convolutional Neural Networks (CNNs), gaining hands-on experience in creating, training, and testing a basic CNN model. Master practical skills in leveraging Google Colaboratory's environment while developing a strong foundation in Python image processing and implementing neural networks for computer vision tasks. Originally presented at Data Science Conference Europe 2023, this nearly two-hour session delivers practical knowledge for both beginners and intermediate practitioners interested in computer vision and deep learning applications.