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IanNathaniel
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1db5083
Delete lowlight_test.py
Browse files- lowlight_test.py +0 -62
lowlight_test.py
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import torch
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import torch.nn as nn
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import torchvision
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import torch.backends.cudnn as cudnn
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import torch.optim
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import os
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import sys
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import argparse
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import time
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import dataloader
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import model
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import numpy as np
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from torchvision import transforms
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from PIL import Image
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import glob
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import time
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def lowlight(image_path):
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os.environ['CUDA_VISIBLE_DEVICES']='0'
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data_lowlight = Image.open(image_path)
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data_lowlight = (np.asarray(data_lowlight)/255.0)
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data_lowlight = torch.from_numpy(data_lowlight).float()
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data_lowlight = data_lowlight.permute(2,0,1)
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data_lowlight = data_lowlight.cuda().unsqueeze(0)
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DCE_net = model.enhance_net_nopool().cuda()
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DCE_net.load_state_dict(torch.load('snapshots/Epoch99.pth'))
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start = time.time()
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_,enhanced_image,_ = DCE_net(data_lowlight)
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end_time = (time.time() - start)
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print(end_time)
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image_path = image_path.replace('test_data','result')
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result_path = image_path
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if not os.path.exists(image_path.replace('/'+image_path.split("/")[-1],'')):
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os.makedirs(image_path.replace('/'+image_path.split("/")[-1],''))
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torchvision.utils.save_image(enhanced_image, result_path)
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if __name__ == '__main__':
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# test_images
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with torch.no_grad():
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filePath = 'data/test_data/'
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file_list = os.listdir(filePath)
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for file_name in file_list:
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test_list = glob.glob(filePath+file_name+"/*")
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for image in test_list:
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# image = image
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print(image)
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lowlight(image)
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