low-level-vision topic

List low-level-vision repositories

SwinIR

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SwinIR: Image Restoration Using Swin Transformer (official repository)

MIRNet

638
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92
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[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.

Awesome-ECCV2020-Low-Level-Vision

162
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A Collection of Papers and Codes for ECCV2020 Low Level Vision or Image Reconstruction

LESRCNN

217
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32
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Lightweight Image Super-Resolution with Enhanced CNN (Knowledge-Based Systems,2020)

Collaborative-Distillation

184
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[CVPR'20] Collaborative Distillation for Ultra-Resolution Universal Style Transfer (PyTorch)

DeblurGANv2

987
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260
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[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

VRT

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VRT: A Video Restoration Transformer (official repository)

DeRaindrop

488
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115
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Attentive Generative Adversarial Network for Raindrop Removal from A Single Image (CVPR 2018)

BRDNet

189
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31
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Image denoising using deep CNN with batch renormalization(Neural Networks,2020)