Resources

Resnet Paper Link Deeper networks can capture more complex features and improve performance on challenging datasets like ImageNet. However, increasing the depth of these networks introduces significant challenges, such as vanishing and exploding gradients, which hamper training.

Paper Walkthrough Link to the Paper 1. Abstract The proposed network, called U-Net, has two main parts: one part captures the overall context of the image, and the other part ensures precise localization of features.

What is it? Cloud computing refers to the delivery of computing services over the internet (“the cloud”) to offer faster innovation, flexible resources, and economies of scale. Instead of owning physical hardware or managing on-site servers, cloud computing allows individuals and organizations to access computing resources like servers, storage, databases, networking, software, and more, on-demand from cloud service providers.