WebWe extensively study how to combine Generative Adversarial Networks and learned compression to obtain a state-of-the-art generative lossy compression system. In particular, we investigate normalization layers, generator and discriminator architectures, training strategies, as well as perceptual losses. In contrast to previous work, i) we obtain visually … WebHigh-Fidelity Generative Image Compression. We extensively study how to combine Generative Adversarial Networks and learned compression to obtain a state-of-the-art generative lossy compression system. In particular, we investigate normalization layers, generator and discriminator architectures, training strategies, as well as perceptual losses.

GitHub - hific/hific.github.io

Web左边是 HiFiC 算法压缩效果，右边是同等体积 JPG 格式图片的效果。 可以非常明显地看到，HiFiC 算法压缩的图片要清晰太多了。 代码还没有开源，但是作者老哥说「快了，快 … Web26 de jan. de 2024 · Our evaluations on the CLIC2024, DIV2K and Kodak datasets show that our discriminator is more effective for jointly optimizing distortion (e.g., PSNR) and statistical fidelity (e.g., FID) than the state-of-the-art HiFiC model. On the CLIC2024 test set, we obtain the same FID as HiFiC with 30-40% fewer bits. how to send picture as jpeg

Projects · hific.github.io · GitHub

WebThis repository defines a model for learnable image compression based on the paper "High-Fidelity Generative Image Compression" (HIFIC) by Mentzer et. al.. The model is … WebThe demo images used on hific.github.io appear to be part of the datasets used to train the system. In another comment you say the trained model is 726MB. The combined size of … WebWe extensively study how to combine Generative Adversarial Networks and learned compression to obtain a state-of-the-art generative lossy compression system. In … how to send pictures from iphone as jpeg