diff --git a/crop_hand.py b/crop_hand.py index 3d6ccdf..4ee2a8e 100644 --- a/crop_hand.py +++ b/crop_hand.py @@ -3,12 +3,13 @@ from cvzone.HandTrackingModule import HandDetector import cv2 -def crop_hand(img, detector, offset=30): +def crop_hand(img, detector, offset=50): hands, det_img = detector.findHands(img.copy()) + offset = int((img.shape[0] + img.shape[1]) * 0.1) if hands: hand = hands[0] x, y, w, h = hand['bbox'] - img_crop = img[y - offset:y + h + offset, x - offset:x + w + offset] + img_crop = img[max(0, y - offset):min(y + h + offset, img.shape[0]), max(0, x - offset):min(x + w + offset, img.shape[1])] return img_crop return img @@ -17,7 +18,7 @@ def main(): input_path = "test_data" output_path = "test_data_cropped" dir_list = os.listdir(input_path) - detector = HandDetector(maxHands=1) + detector = HandDetector(maxHands=1, mode=True, detectionCon=0.7, minTrackCon=0.8) for sign in dir_list: if not os.path.exists(output_path + '/' + sign): diff --git 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