Shypd.aiThe largest open index of AI toolsiGAN is an open-source image generation tool that allows users to interactively create and edit images. It leverages Generative Adversarial Networks to produce photo-realistic samples based on user strokes in real-time.
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iGAN, or interactive GAN, is an open-source implementation for interactive image generation described in the paper "Generative Visual Manipulation on the Natural Image Manifold." This system allows users to generate photo-realistic images by providing a few strokes, which the system then uses to produce samples that satisfy the edits in real-time. Built upon deep generative models like GAN and DCGAN, iGAN serves as both an intelligent drawing interface for automatically generating images inspired by brush strokes and an interactive visual debugging tool for understanding generative models. It supports various brush tools for coloring, sketching, and warping, along with features like candidate results display, interpolation sliders, and model management.
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