Data

Tools

Indexes

Applications

Experiments

Open Source Science

https://github.com/bytedance/rlfn

Winner of runtime track in NTIRE 2022 challenge on Efficient Super-Resolution

https://github.com/bytedance/rlfn

Science Score: 10.0%

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

  • ○
    CITATION.cff file
  • ○
    codemeta.json file
  • ○
    .zenodo.json file
  • ○
    DOI references
  • ✓
    Academic publication links
    Links to: arxiv.org
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (6.6%) to scientific vocabulary

Keywords

lightweight ntire22challenge research super-resolution
Last synced: 5 months ago · JSON representation

Repository

Winner of runtime track in NTIRE 2022 challenge on Efficient Super-Resolution

Basic Info
  • Host: GitHub
  • Owner: bytedance
  • License: apache-2.0
  • Language: Python
  • Default Branch: main
  • Homepage:
  • Size: 37.1 MB
Statistics
  • Stars: 161
  • Watchers: 2
  • Forks: 22
  • Open Issues: 7
  • Releases: 0
Archived
Topics
lightweight ntire22challenge research super-resolution
Created over 3 years ago · Last pushed over 3 years ago
Metadata Files
Readme License

README.md

Residual Local Feature Network

Our team (ByteESR) won the first place in Runtime Track (Main Track) and the second place in Overall Performance Track (Sub-Track 2) of NTIRE 2022 Efficient Super-Resolution Challenge.

| model | Runtime[ms] | Params[M] | Flops[G] | Acts[M] | GPU Mem[M] | | :----: | :----: | :----: | :----: | :----: | :----: | | RLFN_ntire | 27.11 | 0.317 | 19.70 | 80.05 | 377.91 |

Open-Source

For commercial reasons, we don't release training code temporarily, please refer to EDSR framework and our paper for details. - [x] Paper of our method [arXiv] - [x] Report of our performance [NTIRE22 official report] - [x] The pretrained model and test code in challenge.

Testing

We modified the official test code. To reproduce our result in the ESR challenge, please install PyTorch >= 1.5.0.

run python test_demo.py to generate image results.
All test results will be saved in the folder data/DIV2K_test_LR_results

Owner

  • Name: Bytedance Inc.
  • Login: bytedance
  • Kind: organization
  • Location: Singapore

GitHub Events

Total
  • Watch event: 10
Last Year
  • Watch event: 10

Issues and Pull Requests

Last synced: 10 months ago

All Time
  • Total issues: 14
  • Total pull requests: 0
  • Average time to close issues: 4 months
  • Average time to close pull requests: N/A
  • Total issue authors: 14
  • Total pull request authors: 0
  • Average comments per issue: 1.14
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • splinter21 (1)
  • wangqiim (1)
  • Legenhoor (1)
  • wooistxx (1)
  • DyCheer (1)
  • wwang0107 (1)
  • cspk17 (1)
  • zhaoyan1208 (1)
  • Jillian2017 (1)
  • zhangzheng2242 (1)
  • Turnsole1 (1)
  • EvgeneyBogatyrev (1)
  • jhl13 (1)
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels