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abrar-adnan
commited on
Commit
•
0c2700d
1
Parent(s):
7cc3c5b
Update app.py
Browse files
app.py
CHANGED
@@ -5,20 +5,33 @@ import face_recognition
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from fastai.vision.all import load_learner
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import time
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import chardet
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model = load_learner("gaze-recognizer-v1.pkl")
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def video_processing(
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start_time = time.time()
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video_capture = cv2.VideoCapture(
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on_camera = 0
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off_camera = 0
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total = 0
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while True:
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# Read a single frame from the video
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for i in range(24*3):
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@@ -67,14 +80,15 @@ def video_processing(video):
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cv2.destroyAllWindows()
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end_time = time.time()
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print(f'Time taken: {end_time-start_time}')
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print(gaze_percentage)
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return str(gaze_percentage)
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demo = gr.Interface(fn
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)
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if __name__ == "__main__":
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demo.launch()
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from fastai.vision.all import load_learner
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import time
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import chardet
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import base64
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import pathlib
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temp = pathlib.PosixPath
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pathlib.PosixPath = pathlib.WindowsPath
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model = load_learner("gaze-recognizer-v1.pkl")
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def video_processing(video_file, encoded_video):
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if encoded_video != "":
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decoded_file_data = base64.b64decode(encoded_video)
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with open("temp_video.mp4", "wb") as f:
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f.write(decoded_file_data)
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video_file = "temp_video.mp4"
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start_time = time.time()
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video_capture = cv2.VideoCapture(video_file)
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on_camera = 0
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off_camera = 0
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total = 0
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while True:
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# Read a single frame from the video
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for i in range(24*3):
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cv2.destroyAllWindows()
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end_time = time.time()
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print(f'Time taken: {end_time-start_time}')
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if os.path.exists("temp_video.mp4"):
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os.remove("temp_video.mp4")
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print(gaze_percentage)
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return str(gaze_percentage)
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demo = gr.Interface(fn=video_processing,
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inputs=["video", "text"],
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outputs="text")
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if __name__ == "__main__":
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demo.launch()
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