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feat: Add YOLOv5 face detection support (#26)

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* feat: Add YOLOv5 face detection model

* docs: Update docs, add new model information

* feat: Add YOLOv5 face detection model

* test: Add testing and running
This commit is contained in:
Yakhyokhuja Valikhujaev
2025-12-03 23:35:56 +09:00
committed by GitHub
parent a5e97ac484
commit 6b1d2a1ce6
12 changed files with 498 additions and 178 deletions
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14
scripts/run_detection.py
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@@ -7,7 +7,7 @@ import os
import cv2
from uniface.detection import SCRFD, RetinaFace
from uniface.detection import SCRFD, RetinaFace, YOLOv5Face
from uniface.visualization import draw_detections
@@ -75,15 +75,21 @@ def main():
parser = argparse.ArgumentParser(description='Run face detection')
parser.add_argument('--image', type=str, help='Path to input image')
parser.add_argument('--webcam', action='store_true', help='Use webcam')
parser.add_argument('--method', type=str, default='retinaface', choices=['retinaface', 'scrfd'])
parser.add_argument('--threshold', type=float, default=0.6, help='Visualization threshold')
parser.add_argument('--method', type=str, default='retinaface', choices=['retinaface', 'scrfd', 'yolov5face'])
parser.add_argument('--threshold', type=float, default=0.25, help='Visualization threshold')
parser.add_argument('--save_dir', type=str, default='outputs')
args = parser.parse_args()
if not args.image and not args.webcam:
parser.error('Either --image or --webcam must be specified')
detector = RetinaFace() if args.method == 'retinaface' else SCRFD()
if args.method == 'retinaface':
detector = RetinaFace()
elif args.method == 'scrfd':
detector = SCRFD()
else:
from uniface.constants import YOLOv5FaceWeights
detector = YOLOv5Face(model_name=YOLOv5FaceWeights.YOLOV5M)
if args.webcam:
run_webcam(detector, args.threshold)