Deep Learning in the World of Little Ponies

Deep Learning in the World of Little Ponies

Explore computer vision and image classification in this conference talk focused on building a classifier for "My Little Pony" characters. Learn the fundamentals of deep learning, convolutional neural networks, and transfer learning using Keras and Python. Discover how to find and prepare data, use cognitive services and Custom Vision AI, and implement techniques like feature extraction, neural network layers, and data augmentation. Follow along with demonstrations and practical examples, including a steel model implementation, to gain hands-on experience in applying deep learning concepts to real-world image classification tasks.