Simple tool for Face Detection on Image or Video, realtime detection support.
Project description
Face Detection with OpenCV
Very simple tool for face detection on Image or Video
Services
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ImageDetection
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Instance Methods
- .show() show of detection result on window (with your params)
- .detect() write new file with detected faces (with your params)
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Instance Attributes
- path: path to file (.png, .jpeg, .jpg, ...) REQUIRED
- scale_factor: (Read the OpenCV docs) REQUIRED
- min_neighbors: (Read the OpenCV docs) REQUIRED
- rect_color: color of rectangle (detected objects) must be tuple (B, G, R)
- text: title of detected objects
- text_color: color of text (detected objects) must be tuple (B, G, R)
- show_title: title of detected objects window
- delay: cv2.waitKey(delay)
- output_path: if you call .detect() method, you must set result file path
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Instance Methods
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VideoDetection
-
Instance Methods
- .show() show of detection result on window (with your params)
- .detect() write new video with detected faces (with your params)
-
Instance Attributes
- src: path to video or index of camera REQUIRED
- scale_factor: (Read the OpenCV docs) REQUIRED
- min_neighbors: (Read the OpenCV docs) REQUIRED
- rect_color: color of rectangle (detected objects) must be tuple (B, G, R)
- rect_thickness: rectangle thickness must be integer
- text: title of detected objects
- text_color: color of text (detected objects) must be tuple (B, G, R)
- show_title: title of detected objects window
- delay: cv2.waitKey(delay)
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fourcc: format of saving video with detected objects, default=mp4v for .mp4 files
use with cv2.VideoWriter (PS: read the OpenCV docs) - output_path: if you call .detect() method, you must set result file path
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Instance Methods
Examples
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ImageDetection
- .detect()
- Before Face Detection image
- After Face Detection image
-
VideoDetection
- .detect()
- Before Face Detection video
- After Face Detection video
Project details
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