In this paper, we proposed a large scale dataset for image restoration (LSDIR). The proposed dataset contains 84,991 training images, 1,000 validation images, ...
LSDIR: A Large Scale Dataset for Image Restoration. How to use the dataset? Download the dataset from the LSDIR website. Load the JSON file for the specific ...
The final dataset contains 84,991 high-quality training images, 1,000 validation images, and 1,000 test images. In addition, we showed that the model capacity ...
The final dataset contains 84,991 high-quality training images, 1,000 validation images, and 1,000 test images. In addition, we showed that the model capacity ...
In this paper, we proposed a large scale dataset for image restoration (LSDIR). The proposed dataset contains 84,991 training images, 1,000 validation images, ...
The LSDIR is a large-scale image restoration dataset containing 84,991 high-resolution images. ... ... We train all models on the LSDIR dataset with 500,000 ...
SwinIR: Image Restoration Using Swin Transformer. J Liang, J Cao, G Sun ... Lsdir: A large scale dataset for image restoration. Y Li, K Zhang, J Liang, J ...
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Feb 28, 2023 · GRL provides a mechanism to efficiently and explicitly model image hierarchies in the global, regional, and local range for image restoration.
This innovative strategy reduces GPU hours significantly by 50%, addressing the pressing challenge of resource-intensive model pre-training on a large-scale.
[16:50 UTC] 09:50 LSDIR: A Large Scale Dataset for Image Restoration Yawei Li (ETH Zurich)*; Kai Zhang (ETH, Zurich); Jingyun Liang (ETH Zurich); Jiezhang ...