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Update app.py
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app.py
CHANGED
@@ -6,10 +6,17 @@ import tensorflow as tf
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import tensorflow_addons
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import numpy as np
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detector = MTCNN()
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model = tf.keras.models.load_model("FINAL-EFFICIENTNETV2-B0")
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def deepfakespredict(input_img):
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@@ -51,13 +58,7 @@ def deepfakespredict(input_img):
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title="EfficientNetV2 Deepfakes Image Detector"
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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."
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examples = [
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['fake-86.jpg'],
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['fake-239.jpg'],
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['fake-254.jpg'],
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['fake-1266.jpg'],
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['fake-2225.jpg']
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]
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demo = gr.Interface(deepfakespredict,
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inputs = ["image"],
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outputs=["text","text","image"],
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import tensorflow_addons
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import numpy as np
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import os
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import zipfile
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local_zip = "/FINAL-EFFICIENTNETV2-B0.zip"
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zip_ref = zipfile.ZipFile(local_zip, 'r')
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zip_ref.extractall('/FINAL-EFFICIENTNETV2-B0')
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zip_ref.close()
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detector = MTCNN()
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model = tf.keras.models.load_model("/FINAL-EFFICIENTNETV2-B0")
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def deepfakespredict(input_img):
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title="EfficientNetV2 Deepfakes Image Detector"
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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."
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examples = []
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demo = gr.Interface(deepfakespredict,
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inputs = ["image"],
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outputs=["text","text","image"],
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