Spaces:
Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
|
@@ -6,10 +6,17 @@ import tensorflow as tf
|
|
| 6 |
import tensorflow_addons
|
| 7 |
import numpy as np
|
| 8 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 9 |
|
| 10 |
detector = MTCNN()
|
| 11 |
|
| 12 |
-
model = tf.keras.models.load_model("FINAL-EFFICIENTNETV2-B0")
|
| 13 |
|
| 14 |
|
| 15 |
def deepfakespredict(input_img):
|
|
@@ -51,13 +58,7 @@ def deepfakespredict(input_img):
|
|
| 51 |
|
| 52 |
title="EfficientNetV2 Deepfakes Image Detector"
|
| 53 |
description="This is a demo implementation of EfficientNetV2 Deepfakes Image Detector. To use it, simply upload your image, or click one of the examples to load them."
|
| 54 |
-
examples = [
|
| 55 |
-
['fake-86.jpg'],
|
| 56 |
-
['fake-239.jpg'],
|
| 57 |
-
['fake-254.jpg'],
|
| 58 |
-
['fake-1266.jpg'],
|
| 59 |
-
['fake-2225.jpg']
|
| 60 |
-
]
|
| 61 |
demo = gr.Interface(deepfakespredict,
|
| 62 |
inputs = ["image"],
|
| 63 |
outputs=["text","text","image"],
|
|
|
|
| 6 |
import tensorflow_addons
|
| 7 |
import numpy as np
|
| 8 |
|
| 9 |
+
import os
|
| 10 |
+
import zipfile
|
| 11 |
+
|
| 12 |
+
local_zip = "/FINAL-EFFICIENTNETV2-B0.zip"
|
| 13 |
+
zip_ref = zipfile.ZipFile(local_zip, 'r')
|
| 14 |
+
zip_ref.extractall('/FINAL-EFFICIENTNETV2-B0')
|
| 15 |
+
zip_ref.close()
|
| 16 |
|
| 17 |
detector = MTCNN()
|
| 18 |
|
| 19 |
+
model = tf.keras.models.load_model("/FINAL-EFFICIENTNETV2-B0")
|
| 20 |
|
| 21 |
|
| 22 |
def deepfakespredict(input_img):
|
|
|
|
| 58 |
|
| 59 |
title="EfficientNetV2 Deepfakes Image Detector"
|
| 60 |
description="This is a demo implementation of EfficientNetV2 Deepfakes Image Detector. To use it, simply upload your image, or click one of the examples to load them."
|
| 61 |
+
examples = []
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 62 |
demo = gr.Interface(deepfakespredict,
|
| 63 |
inputs = ["image"],
|
| 64 |
outputs=["text","text","image"],
|