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.)