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rcan_ea

https://github.com/lhhieu001/rcan_ea

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
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    DOI references
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    Academic publication links
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    Academic email domains
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    Institutional organization owner
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    JOSS paper metadata
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    Scientific vocabulary similarity
    Low similarity (3.3%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Basic Info
  • Host: GitHub
  • Owner: LHHieu001
  • License: other
  • Language: Python
  • Default Branch: main
  • Size: 304 KB
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 1 year ago · Last pushed over 1 year ago
Metadata Files
Readme License Citation

README.md

Image Super-Resolution Using Very Deep Residual Channel Attention Networks + Efficient Attention (RCAN_EA)

Đề tài được xây dựng dựa trên:

Tập dữ liệu:

File Model:

  • torchsr/models/rcan_EA.py

Train:

python -m torchsr.train --arch rcan_EA --scale 2 --epochs 100 --loss l1 --dataset-train div2k_bicubic

Evaluate:

python -m torchsr.train --validation-only --arch rcan_EA --scale 2 --dataset-val set5 --chop-size 400 --shave-border 2 --eval-luminance --load-checkpoint ./results/models/*Your model file* Bạn có thể sử dụng model được train sẵn tại (100 epochs): GoogleDrive

Chi tiết cách sử dụng hãy tham khảo: TorchSR

Owner

  • Name: Hieu Le Hoang (Goatee)
  • Login: LHHieu001
  • Kind: user

Wibu

Citation (CITATION.cff) 

cff-version: 1.2.0
title: torchSR
message: >-
  If you use this software and want to cite it, please use
  the citation below.
type: software
authors:
  - family-names: Gouvine
    given-names: Gabriel
    orcid: 0000-0003-3404-6659
repository-code: 'https://github.com/Coloquinte/torchSR'
keywords:
  - superresolution
  - pytorch
  - EDSR
  - RCAN
license: MIT
date-released: 2021-05-30
doi: 10.5281/zenodo.4868308

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Dependencies

setup.py pypi
  • torch >=1.6