| import nibabel as nib | |
| import numpy as np | |
| import matplotlib.pyplot as plt | |
| import glob | |
| image_paths=glob.glob('./imagesTr/la*.nii.gz') | |
| for image_path in image_paths: | |
| print(image_path) | |
| image=nib.load(image_path).dataobj | |
| label=nib.load(image_path.replace('imagesTr','labelsTr')).dataobj | |
| print(image.shape,label.shape) | |
| f, ax = plt.subplots(1, 2) | |
| slice_index=60 | |
| image_slice=image[:,:,slice_index] | |
| label_slice=label[:,:,slice_index] | |
| print(np.unique(label_slice)) | |
| ax[0].imshow(image_slice) | |
| ax[1].imshow(label_slice) | |
| plt.show() | |
| break |