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Running
Zai
commited on
Commit
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4de03b2
1
Parent(s):
db97677
added interface
Browse files- interface/app.py +38 -5
interface/app.py
CHANGED
@@ -1,10 +1,43 @@
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import streamlit as st
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def main():
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st.title("
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if
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main()
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import cv2
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import streamlit as st
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from PIL import Image
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def detect_faces(image):
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face_cascade = cv2.CascadeClassifier(cv2.data.haarcascades + 'haarcascade_frontalface_default.xml')
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gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)
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faces = face_cascade.detectMultiScale(gray, scaleFactor=1.1, minNeighbors=5, minSize=(30, 30))
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for (x, y, w, h) in faces:
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cv2.rectangle(image, (x, y), (x+w, y+h), (255, 0, 0), 2)
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return image
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def main():
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st.title("Headshot simulator")
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video_source = st.sidebar.radio("Select video source:", ("Webcam", "Upload"))
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if video_source == "Webcam":
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cap = cv2.VideoCapture(0)
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else:
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uploaded_file = st.sidebar.file_uploader("Choose a video file", type=["mp4", "avi"])
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if uploaded_file is not None:
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file_bytes = uploaded_file.read()
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cap = cv2.VideoCapture(file_bytes)
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if "cap" in locals():
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while cap.isOpened():
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ret, frame = cap.read()
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if not ret:
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break
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frame_with_faces = detect_faces(frame)
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st.image(frame_with_faces, channels="BGR", use_column_width=True)
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cap.release()
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if __name__ == "__main__":
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main()
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