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angelo9830
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Upload 5 files
Browse files- .gitattributes +1 -0
- app.py +46 -0
- haarcascade_eye.xml +0 -0
- haarcascade_frontalface_default.xml +0 -0
- mivideo.mp4 +3 -0
- requirements.txt +3 -0
.gitattributes
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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mivideo.mp4 filter=lfs diff=lfs merge=lfs -text
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app.py
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import cv2
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import gradio as gr
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def process_video(video):
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face_cascade = cv2.CascadeClassifier('haarcascade_frontalface_default.xml')
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eye_cascade = cv2.CascadeClassifier('haarcascade_eye.xml')
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estadoanterior = ""
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estadoactual = ""
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output_frames = []
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cap = cv2.VideoCapture(video)
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while cap.isOpened():
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ret, frame = cap.read()
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if frame is None:
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break
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gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)
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hh, ww = gray.shape
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faces = face_cascade.detectMultiScale(gray, 1.3, 5)
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for (x, y, w, h) in faces:
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cv2.rectangle(frame, (x, y), (x + w, y + h), (255, 0, 0), 2)
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cv2.line(frame, (int(ww / 2), 0), (int(ww / 2), hh), (0, 0, 255), 2)
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if x <= ww / 2:
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estadoactual = "I"
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if estadoactual != estadoanterior:
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estadoanterior = estadoactual
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else:
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estadoactual = "D"
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if estadoactual != estadoanterior:
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estadoanterior = estadoactual
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output_frames.append(frame)
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cap.release()
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return output_frames
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# Gradio Interface
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demo = gr.Interface(
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fn=process_video,
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inputs=gr.Video(label="Sube tu video"),
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outputs=gr.Video(label="Video procesado"),
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title="Detección de Rostros y Ojos",
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description="Este espacio detecta rostros y ojos en un video subido.",
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)
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if __name__ == "__main__":
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demo.launch()
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haarcascade_eye.xml
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The diff for this file is too large to render.
See raw diff
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haarcascade_frontalface_default.xml
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The diff for this file is too large to render.
See raw diff
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mivideo.mp4
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version https://git-lfs.github.com/spec/v1
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oid sha256:6c8b03caab67ff8328e3ad9aaa13b5538a733008fdc63454fcf8c713a471f2ed
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size 28341120
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requirements.txt
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gradio
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opencv-python
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opencv-python-headless
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