Deep learning has added a boost to the rapidly developing field of computer vision. Computer Vision is the art of distilling actionable information from images and deep learning boosts it by providing powerful tools to do so. With deep learning, a lot of new applications of computer vision techniques have been introduced and are now becoming parts of our everyday lives. To break into this one of the fastest-growing career fields, one needs to have the knowledge of both deep learning and computer vision. This workshop aims at familiarizing the participants with the key concepts of Deep Learning techniques applied in the field of Computer Vision.
Understand the concept of deep learning and its applications in computer vision.
Knowledge of Deep Convolutional Neural Networks.
Understand the transfer learning frameworks and their real-life applications.
Hands-on knowledge of the state of the art transfer learning models including VGG, ResNet, Inception etc.
Thorough knowledge of Generative Adversarial Networks (GANs) with their practical implementation.
Understand the Neural Style Transfer.
Hands-on knowledge of object detection in images.