adm18/IMPAX/nni/analyze_study.py

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2025-09-16 05:20:19 +00:00
import os
from PIL import Image, ImageFilter, ImageMath
import numpy as np
from sklearn.feature_extraction import image
STUDY_PATH = "/media/cifs/shares/SRS/storage/tmp/MRI With_Without Contrast--Brain_53820330"
MODEL_PATH = '/home/xfr/nni/model-5-64/TwNuKtj7/best_zdoyO.pth'
for jpg_file in sorted(os.listdir(STUDY_PATH)):
jpg_path = os.path.join(STUDY_PATH, jpg_file)
print(jpg_path)
img = Image.open(jpg_path).convert('L')
print(img)
one_image = np.array(img)
print(one_image)
patches = image.extract_patches_2d(one_image, (2, 2))
exit()