Join us for the GDG CNN & Image Classification Workshop, an immersive experience designed to equip you with essential deep learning skills for creating accurate image classification models.

This workshop is divided into two engaging parts to enhance your learning:

Part 1:

Discover the fundamentals of Convolutional Neural Networks (CNNs). Learn about convolution layers, pooling operations, activation functions, and how these components work together to extract meaningful features from images.

Part 2:

Put theory into practice by building and training your own image classifier using Python and TensorFlow/PyTorch. You’ll gain hands-on experience in data preprocessing, model fine-tuning, and performance evaluation.

Whether you’re new to deep learning or looking to sharpen your computer vision skills, this hands-on workshop is tailored to help you master CNNs and apply them to real-world projects.

Takeaways from the workshop include:

• A comprehensive understanding of CNN architecture and image classification principles.

• Practical skills for building and fine-tuning deep learning models.

• A completed project to showcase your learning journey.

Join us as we dive into the world of deep learning and computer vision!