310-coarse-to-fine-hyper-prior-modeling-for-learned-image-compression
Science Score: 18.0%
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Low similarity (0.9%) to scientific vocabulary
Last synced: 10 months ago
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Basic Info
- Host: GitHub
- Owner: SZU-AdvTech-2023
- Language: Python
- Default Branch: main
- Size: 647 KB
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Created over 2 years ago
· Last pushed over 2 years ago
Metadata Files
Citation
https://github.com/SZU-AdvTech-2023/310-Coarse-to-Fine-Hyper-Prior-Modeling-for-Learned-Image-Compression/blob/main/
## ### DIV2K800 1600```IMAGE_PATH```. ### , ```CUDA_VISIBLE_DEVICES=0,1 python train.py train --batchsize 16 --train_glob "IMAGE_PATH/*.png" --checkpoint_dir checkpoint --lambda 0.004``` ## ```g++ module_arithmeticcoding.cpp -o module_arithmeticcoding``` ### (GPU) ```python AppEncDec.py compress example.png example.bin --qp 1 --model_type 0 --device cuda``` ### (GPU) ```python AppEncDec.py decompress example.bin example_dec.png --device cuda```
Owner
- Name: SZU-AdvTech-2023
- Login: SZU-AdvTech-2023
- Kind: organization
- Repositories: 1
- Profile: https://github.com/SZU-AdvTech-2023
Citation (citation.txt)
@inproceedings{REPO310,
author = "Hu, Yueyu and Yang, Wenhan and Liu, Jiaying",
booktitle = "Proceedings of the AAAI Conference on Artificial Intelligence",
number = "07",
pages = "11013--11020",
title = "{Coarse-to-Fine Hyper-Prior Modeling for Learned Image Compression}",
volume = "34",
year = "2020"
}