Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
|
@@ -6,6 +6,7 @@ from tensorflow.keras.preprocessing.image import load_img, img_to_array
|
|
| 6 |
from tensorflow.keras.applications.densenet import preprocess_input, decode_predictions
|
| 7 |
import numpy as np
|
| 8 |
from scipy import ndimage
|
|
|
|
| 9 |
from PIL import Image
|
| 10 |
import matplotlib.pyplot as plt
|
| 11 |
import cv2
|
|
@@ -61,6 +62,7 @@ def custom_decode_predictions(predictions, class_labels):
|
|
| 61 |
|
| 62 |
def classify_image(img):
|
| 63 |
img_array = img_to_array(img)
|
|
|
|
| 64 |
img_array = np.expand_dims(img_array, axis=0)
|
| 65 |
img_array = preprocess_input(img_array)
|
| 66 |
|
|
|
|
| 6 |
from tensorflow.keras.applications.densenet import preprocess_input, decode_predictions
|
| 7 |
import numpy as np
|
| 8 |
from scipy import ndimage
|
| 9 |
+
from skimage import exposure
|
| 10 |
from PIL import Image
|
| 11 |
import matplotlib.pyplot as plt
|
| 12 |
import cv2
|
|
|
|
| 62 |
|
| 63 |
def classify_image(img):
|
| 64 |
img_array = img_to_array(img)
|
| 65 |
+
img_array = exposure.equalize_hist(img_array)
|
| 66 |
img_array = np.expand_dims(img_array, axis=0)
|
| 67 |
img_array = preprocess_input(img_array)
|
| 68 |
|