Super Resolution Image
Project description
Super Resolution Image (SRGAN)
Generate **S R G A N ** Image
Instructions
1.Install:
pip install SuperResolution-GANs
pip install keras==2.3.1
pip install tensorflow_gpu==2.1.0
pip install h5py==2.10.0
- Download Our Model
import gdown
url = 'https://drive.google.com/uc?id=116fpSp3dUBtH7GkCoZ4UymK76xRTrZLs'
output = 'model.h5'
gdown.download(url, output, quiet=False)
3.Generate Super Resolution Image:
from super_resolution_gans import srgan_utils
srgan_utils.SRGAN_predict(lr_image_path, model_path , outputPath)
4.show Super Resolution image::
#Original Image (Low Resolution)
show_image(LR_img)
#Super Resolution Image
show_image(SR_img)
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