FBCNN
MPRNet
| FBCNN | MPRNet | |
|---|---|---|
| 4 | 1 | |
| 391 | 1,103 | |
| - | - | |
| 0.0 | 4.6 | |
| 15 days ago | 16 days ago | |
| Python | Python | |
| Apache License 2.0 | GNU General Public License v3.0 or later |
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FBCNN
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January 2022 Tsukasa (Cleaned + Deartifacted Version)
JPEG deartifacting done via https://github.com/jiaxi-jiang/FBCNN.
- Digimon - genérico PT 4K
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JPEG Compression Artifacts Removal AI - FBCNN
Some of the sample images look fine but others look absolutely terrible. Especially the blue-tinted one (a still from a movie?) where the filter erases most of the fine detail. The man's face is so smooth that it's creepy. In the Tom and Jerry image, Jerry (the mouse)'s whiskers almost disappear where they overlap his face, and the drawer he's standing on loses most detail. If you can't see it in the video then look at the same images in full resolution on the GitHub page.
MPRNet
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[R] Multi-Stage Progressive Image Restoration
Code for https://arxiv.org/abs/2102.02808 found: https://github.com/swz30/MPRNet
What are some alternatives?
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
SwinIR - SwinIR: Image Restoration Using Swin Transformer (official repository)
NAFNet - The state-of-the-art image restoration model without nonlinear activation functions.
AgentFormer - [ICCV 2021] Official PyTorch Implementation of "AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting".
Real-ESRGAN - Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
Robo-Semantic-Segmentation - Just a simple semantic segmentation library that I developed to speed up the image segmentation pipeline
tdanet - The pytorch implementation of the paper "text-guided neural image inpainting" at MM'2020 (oral)
Im2Vec - [CVPR 2021 Oral] Im2Vec Synthesizing Vector Graphics without Vector Supervision
Restormer - [CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.
involution - [CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator