Category: Image
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How Data Efficient GANs Generate Images of Cats and Dogs?
Introduction Generative adversarial networks are a popular framework for Image generation. In this article we’ll train Data-efficient GANs with Adaptive Discriminator Augmentation that addresses the challenge of limited training data. Adaptive Discriminator Augmentation dynamically adjusts data augmentation during GAN training, preventing discriminator overfitting and enhancing model generalization. By employing invertible augmentation techniques and probabilistic application,…
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Flask Application Dockerization: Creating a Docker Image
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Introduction In the fast-paced software development industry, mastering robust application management and smooth deployment is crucial. Docker, a game-changing technology, has revolutionized software distribution, running, and bundles by separating applications from infrastructure, enabling quick software delivery. It improves portability, scalability, and workflow optimization, making it a standard component in current development practices. This article aims…