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Build error
Francesco Pochetti
commited on
Commit
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2cc56c8
1
Parent(s):
593bcb6
adding files
Browse files- app.py +35 -0
- crowd.jpeg +0 -0
- crowd1.jpeg +0 -0
- family.jpeg +0 -0
- requirements.txt +2 -0
app.py
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import face_recognition
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import cv2
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import gradio as gr
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from PIL import Image
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import numpy as np
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def run(image):
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image.thumbnail((1280, 1280))
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image = np.array(image)
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face_locations = face_recognition.face_locations(image, model="cnn")
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for top, right, bottom, left in face_locations:
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face_image = image[top:bottom, left:right]
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face_image = cv2.GaussianBlur(face_image, (99, 99), 30)
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image[top:bottom, left:right] = face_image
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return Image.fromarray(image)
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content_image_input = gr.inputs.Image(label="Content Image", type="pil")
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description="Privacy first! Upload an image of a groupf of people and blur their faces automatically."
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article="""
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Demo built with the face_recognition package and opencv, based on
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<a href='https://github.com/ageitgey/face_recognition/blob/master/examples/blur_faces_on_webcam.py' target='_blank'>this</a> example.
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"""
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examples = [["family.jpeg"], ["crowd.jpeg"], ["crowd1.jpeg"]]
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app_interface = gr.Interface(fn=run,
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inputs=[content_image_input],
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outputs="image",
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title="Blurry Faces",
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description=description,
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examples=examples,
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article=article)
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app_interface.launch()
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crowd.jpeg
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crowd1.jpeg
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family.jpeg
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requirements.txt
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opencv-python==4.5.5
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face_recognition==1.2.3
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