File size: 1,180 Bytes
f489417 38a71fa f489417 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 | class loadnpy:
def __init__(self, clean_image_dir, noisy_image_dir, transform=None):
self.clean_image_dir = clean_image_dir
self.noisy_image_dir = noisy_image_dir
self.transform = transform
self.clean_image_filenames = sorted(os.listdir(clean_image_dir))
self.noisy_image_filenames = sorted(os.listdir(noisy_image_dir))
def __len__(self):
return len(self.clean_image_filenames)
def __getitem__(self, idx):
clean_image_path = os.path.join(
self.clean_image_dir, self.clean_image_filenames[idx]
)
noisy_image_path = os.path.join(
self.noisy_image_dir, self.noisy_image_filenames[idx]
)
clean_image = np.load(clean_image_path)
noisy_image = np.load(noisy_image_path)
if self.transform:
clean_image = self.transform(clean_image)
noisy_image = self.transform(noisy_image)
return noisy_image, clean_image, noisy_image_path
if __name__ == "__main__":
gt_path = "your_path/sony_IMX678_20240111/RAW/gt/"
noisy_path = "your_path/sony_IMX678_20240111/RAW/noisy/"
dataset = loadnpy(gt_path, noisy_path) |