Science Score: 44.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Scientific vocabulary similarity
Low similarity (7.2%) to scientific vocabulary
Repository
EDVR added 3D conv. module
Basic Info
- Host: GitHub
- Owner: stmrym
- License: apache-2.0
- Language: Python
- Default Branch: main
- Size: 1.34 MB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
EDVR_3Dconv
EDVR with additional 3D conv. module for synthetic reflection removal.
This repo has been based on EDVR and BasicSR.
Installation
- Requirements
- Python >= 3.7
- PyTorch >= 1.7
NVIDIA GPU + CUDA
Install dependent packages
bash cd EDVR_3Dconv pip install -r requirements.txt
Install BasicSR
bash BASICSR_EXT=True python setup.py develop(Details at EDVR and BasicSR Installation)
Datasets
Prepare REDS dataset
Download REDS dataset and put them in
datasets/REDS_dataset/train_shirp.Create synthetic reflection dataset
bash python datasets/create_synvideo_train.py python datasets/create_synvideo_val.py python datasets/create_synvideo_test.py
Testing
Configuration
Edit
options/test/EDVR/test_EDVR_M_RR_REDS.yml(Details at Config.md)Testing
bash python basicsr/test.py -opt options/test/EDVR/test_EDVR_M_RR_REDS.yml(Details at TrainTest.md)
Training
Configuration
Edit
options/train/EDVR/train_EDVR_M_RR_REDS.yml(Details at Config.md)Training
bash python basicsr/train.py -opt options/train/EDVR/train_EDVR_M_RR_REDS.yml(Details at TrainTest.md)
Results
|Input (w/ reflection)|
|:---:|
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|EDVR|
|
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|EDVR + 3Dconv|
|
|
License
Owner
- Name: SotaMoriyama
- Login: stmrym
- Kind: user
- Repositories: 1
- Profile: https://github.com/stmrym
Citation (CITATION.cff)
cff-version: 1.2.0
message: "If you use this project, please cite it as below."
title: "BasicSR: Open Source Image and Video Restoration Toolbox"
version: 1.3.5
date-released: 2022-02-16
url: "https://github.com/XPixelGroup/BasicSR"
license: Apache-2.0
authors:
- family-names: Wang
given-names: Xintao
- family-names: Xie
given-names: Liangbin
- family-names: Yu
given-names: Ke
- family-names: Chan
given-names: Kelvin C.K.
- family-names: Loy
given-names: Chen Change
- family-names: Dong
given-names: Chao