https://github.com/dino65-dev/esrgan_model
This is ESRGAN_Model Finetuned with 4k video frames.
https://github.com/dino65-dev/esrgan_model
Last synced: over 1 year ago
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This is ESRGAN_Model Finetuned with 4k video frames.
- Host: GitHub
- URL: https://github.com/dino65-dev/esrgan_model
- Owner: dino65-dev
- License: mit
- Created: 2024-09-26T17:12:52.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2024-10-27T09:54:16.000Z (almost 2 years ago)
- Last Synced: 2025-01-22T09:12:02.722Z (over 1 year ago)
- Language: Python
- Size: 67.1 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
## ESRGAN_Model   
This is ESRGAN_Model Finetuned with 4k video frames.
## ESRGAN (Enhanced SRGAN) Fine Tuned Using [:rocket: [[Real-ESRGAN](https://github.com/xinntao/Real-ESRGAN)] Model.
# Quick Test
### Dependencies
- Python 3
- [Pytorch >= 1.0](https://pytorch.org/) (CUDA version >= 7.5 if installing with CUDA.[More Details](https://pytorch.org/get-started/previous-versions/))
- Python packages: ``` pip install numpy opencv-python ```
## Test Models
1. Clone this github repo.
```
git clone https://github.com/dino65-dev/ESRGAN_Model.git
cd ESRGAN_Model
```
2. Place your own low-resolution images in ```./LR``` folder. (There are two sample images - baboon and comic).
3. I've downloaded and fine tuned the model. But you can download pretrained models from [Google Drive](https://drive.google.com/drive/u/0/folders/17VYV_SoZZesU6mbxz2dMAIccSSlqLecY) or [Baidu Drive](https://pan.baidu.com/s/1-Lh6ma-wXzfH8NqeBtPaFQ). Place the models in ```./models```. We provide two models with high perceptual quality and high PSNR performance (see [model list](https://github.com/xinntao/ESRGAN/tree/master/models)).
4. Run test. We provide ESRGAN model and RRDB_PSNR model and you can config in the ```test.py```.
```
python test.py
```