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批量预测保存 about yolov5-lite HOT 1 CLOSED

ppflyba-zm avatar ppflyba-zm commented on May 23, 2024
批量预测保存

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ppogg avatar ppogg commented on May 23, 2024

目前没有直接保存成json文件的脚本,但是YOLOv5的作者写了保存成txt文件的功能,你在预测时请添加--save-txt=true
或者如果你更想直接一些,可以在utils/plot.py文件中的以下代码:

def plot_one_box(x, img, color=None, label=None, line_thickness=3):
    # Plots one bounding box on image img
    tl = line_thickness or round(0.002 * (img.shape[0] + img.shape[1]) / 2) + 1  # line/font thickness
    color = color or [random.randint(0, 255) for _ in range(3)]
    c1, c2 = (int(x[0]), int(x[1])), (int(x[2]), int(x[3]))
    cv2.rectangle(img, c1, c2, color, thickness=tl, lineType=cv2.LINE_AA)
    if label:
        tf = max(tl - 1, 1)  # font thickness
        t_size = cv2.getTextSize(label, 0, fontScale=tl / 3, thickness=tf)[0]
        c2 = c1[0] + t_size[0], c1[1] - t_size[1] - 3
        cv2.rectangle(img, c1, c2, color, -1, cv2.LINE_AA)  # filled
        cv2.putText(img, label, (c1[0], c1[1] - 2), 0, tl / 3, [225, 255, 255], thickness=tf, lineType=cv2.LINE_AA)

调出int(x[0]), int(x[1])), (int(x[2]), int(x[3])的四个坐标,方便自己封在json文件中

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