편집 기록

import tensorflow.keras
from PIL import Image
import numpy as np

np.set_printoptions(suppress=True)

model = tensorflow.keras.models.load_model('keras_model.h5')

data = np.ndarray(shape=(1, 224, 224, 3), dtype=np.float32)
image = Image.open('skoda.jpg')

image = image.resize((224, 224))
image_array = np.asarray(image)

normalized_image_array = (image_array.astype(np.float32) / 127.0) - 1

data[0] = normalized_image_array

prediction = model.predict(data)
print("Ford",prediction[0,0])
print("Fox",prediction[0,1])
print("Hundae",prediction[0,2])
print("Lexus",prediction[0,3])
print("Ferrari",prediction[0,4])
print("Chevrolet",prediction[0,5])
print("Nissan",prediction[0,6])
print("Skoda",prediction[0,7])
print(prediction)

실행시

 Ford 8.9526235e-05
Fox 0.00031412177
Hundae 2.5784022e-05
Lexus 1.4473101e-05
Ferrari 0.008922634
Chevrolet 3.905558e-05
Nissan 5.2737455e-06
Skoda 0.99058914
[[0.00008953 0.00031412 0.00002578 0.00001447 0.00892263 0.00003906
  0.00000527 0.99058914]]

로 출력이 되는데 소수점 부분부터 출력이 안되고 저렇게 출력이 되는데 어떻게 해야 수정이 가능할까요??

import tensorflow.keras from PIL import Image import numpy as np

np.set_printoptions(suppress=True)

model = tensorflow.keras.models.load_model('keras_model.h5')

data = np.ndarray(shape=(1, 224, 224, 3), dtype=np.float32) image = Image.open('skoda.jpg')

image = image.resize((224, 224)) image_array = np.asarray(image)

normalized_image_array = (image_array.astype(np.float32) / 127.0) - 1

data[0] = normalized_image_array

prediction = model.predict(data) print("Ford",prediction[0,0]) print("Fox",prediction[0,1]) print("Hundae",prediction[0,2]) print("Lexus",prediction[0,3]) print("Ferrari",prediction[0,4]) print("Chevrolet",prediction[0,5]) print("Nissan",prediction[0,6]) print("Skoda",prediction[0,7]) print(prediction)

실행시 Ford 8.9526235e-05 Fox 0.00031412177 Hundae 2.5784022e-05 Lexus 1.4473101e-05 Ferrari 0.008922634 Chevrolet 3.905558e-05 Nissan 5.2737455e-06 Skoda 0.99058914 [[0.00008953 0.00031412 0.00002578 0.00001447 0.00892263 0.00003906 0.00000527 0.99058914]]로 출력이 되는데 소수점 부분부터 출력이 안되고 저렇게 출력이 되는데 어떻게 해야 수정이 가능할까요??