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[Numpy] RGB mean/std 구하기코드 2020. 12. 10. 16:40
import json from PIL import Image import numpy as np with open('test.json', 'r') as json_file: dataset = json.load(json_file) print(len(dataset)) images = [] i = 0 for k, v in dataset.items(): i += 1 print(i, k) image = Image.open(k) image = np.asarray(image) images.append(image) images = np.array(images) print("MEAN") print(np.mean(images[:,:,:,0]) / 255.) print(np.mean(images[:,:,:,1]) / 255.) print(np.mean(images[:,:,:,2]) / 255.) print("STD") print(np.std(images[:,:,:,0]) / 255.) print(np.std(images[:,:,:,1]) / 255.) print(np.std(images[:,:,:,2]) / 255.)
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