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Runtime error
Kdorlette
commited on
Commit
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de89825
1
Parent(s):
938dd1c
fixed input image bug
Browse files
app.py
CHANGED
@@ -5,24 +5,28 @@ import face_recognition
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st.title("Face Detection")
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# Load the jpg file into a numpy array
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# Find all the faces in the image using the default HOG-based model.
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# This method is fairly accurate, but not as accurate as the CNN model and not GPU accelerated.
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# See also: find_faces_in_picture_cnn.py
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face_locations = face_recognition.face_locations(image)
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st.write("I found {} face(s) in this photograph.".format(len(face_locations)))
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for face_location in face_locations:
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pil_image = Image.fromarray(face_image)
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st.write(pil_image)
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st.title("Face Detection")
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# Load the jpg file into a numpy array
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input_image = st.file_uploader("Upload a candidate image",type=['jpg','png','jpeg'],accept_multiple_files=False)
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if input_image is not None:
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image = face_recognition.load_image_file(input_image)
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st.image(image)
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# Find all the faces in the image using the default HOG-based model.
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# This method is fairly accurate, but not as accurate as the CNN model and not GPU accelerated.
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# See also: find_faces_in_picture_cnn.py
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face_locations = face_recognition.face_locations(image)
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st.write("I found {} face(s) in this photograph.".format(len(face_locations)))
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for face_location in face_locations:
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# Print the location of each face in this image
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top, right, bottom, left = face_location
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st.write("A face is located at pixel location Top: {}, Left: {}, Bottom: {}, Right: {}".format(top, left, bottom, right))
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# You can access the actual face itself like this:
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face_image = image[top:bottom, left:right]
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pil_image = Image.fromarray(face_image)
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st.image(pil_image)
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else:
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st.write("Please upload an image to proceed.")
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