Shypd.aiThe largest open index of AI toolsGIRAFFE is an open-source computer vision tool that represents scenes as compositional generative neural feature fields. It provides code for the CVPR 2021 paper on 3D-aware image synthesis.
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GIRAFFE is an open-source project providing the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields." This tool enables researchers and developers to explore 3D scene modeling and generative neural feature fields. It supports controllable image synthesis, allowing users to render images from trained models, including pre-trained options for datasets like Cars and CelebA-HQ. The repository also facilitates FID evaluation, training new networks from scratch, and implementing a 2D-GAN baseline. Users can adapt the tool for their own datasets by generating ground truth activations and adjusting image transformations, making it a valuable resource for advanced research in computer vision and machine learning.
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