Shypd.aiThe largest open index of AI toolsCNNMRF is an open-source image synthesis tool that combines Markov Random Fields and Convolutional Neural Networks. It supports both unguided image synthesis and guided image synthesis, including style transfer between different images.
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CNNMRF is a Torch-based implementation for image synthesis, leveraging the power of Markov Random Fields and Convolutional Neural Networks. This tool is designed for both unguided image synthesis, such as classical texture generation, and guided image synthesis, which includes transferring styles between different images. Users can transform a photo into a painting using a reference style, or balance content and style in the resulting image. The project provides detailed setup instructions for Ubuntu with CUDA 10 and CUDNN 7.6.2, along with guidance on installing Torch and downloading pre-trained VGG networks. It offers command-line parameters for customizing style, content, and output image sizes, making it a flexible solution for researchers and developers interested in advanced image manipulation.
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