Spaces:
Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
@@ -1,3 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
def predict_image(img):
|
2 |
img_4d=img.reshape(-1,299,299,3)
|
3 |
img_4d=img_4d/255
|
|
|
1 |
+
!pip install gradio
|
2 |
+
|
3 |
+
|
4 |
+
import os
|
5 |
+
import shutil
|
6 |
+
import glob
|
7 |
+
from tqdm.notebook import tqdm
|
8 |
+
import numpy as np
|
9 |
+
import pandas as pd
|
10 |
+
import matplotlib.pyplot as plt
|
11 |
+
import seaborn as sns
|
12 |
+
import tensorflow as tf
|
13 |
+
from tensorflow import keras
|
14 |
+
import cv2
|
15 |
+
from PIL import Image
|
16 |
+
from tensorflow.keras.preprocessing.image import ImageDataGenerator
|
17 |
+
import random
|
18 |
+
from random import seed
|
19 |
+
#from livelossplot import PlotLossesKeras
|
20 |
+
import math
|
21 |
+
from tensorflow.keras.metrics import Recall,Precision,AUC
|
22 |
+
from keras.models import load_model
|
23 |
+
|
24 |
+
model = load_model('target_xception_model.h5')
|
25 |
+
|
26 |
+
class_names={0:'خبيث',1:'حميد'}
|
27 |
+
|
28 |
def predict_image(img):
|
29 |
img_4d=img.reshape(-1,299,299,3)
|
30 |
img_4d=img_4d/255
|