根据坐标获取子图

目标检测的结果，包含了实例的边界坐标点。

可以根据坐标点，从原图中，将子图扣取出来。

# -*- encoding: utf-8 -*-
"""
@date: 2021/5/7 11:06 上午
@author: xuehuiping
"""
import cv2
import numpy as np

'''从预测的坐标，取出子图，下一步文字识别'''


def get_points(line):
    '''
    解析坐标点
    :param line:
    :return:
    '''
    category_id = 0
    if len(line.strip().split('	')) == 2:
        category_id, line = line.strip().split('	')

    values = line.strip().split(',')
    i = 0
    points = []
    while i < len(values) - 2:
        x = values[i]
        y = values[i + 1]
        x = int(x)
        y = int(y)
        points.append((x, y))
        print('({},{})'.format(x, y), end=',')
        i = i + 2
    print('
')
    return category_id, points


def get_masked_img(img_name, index, category_id, area):
    '''
    获取区域子图
    :param img_name: 图片名称
    :param index: 第几个子图
    :param category_id: 类别id
    :param area: 区域坐标点
    :return:
    '''
    img = cv2.imread(img_name)
    rows = img.shape[0]
    cols = img.shape[1]
    channels = img.shape[2]
    mask = np.zeros(img.shape, dtype=np.uint8)
    # 输入点的坐标
    roi_corners = np.array(
        [area],
        dtype=np.int32)
    channel_count = channels
    ignore_mask_color = (255,) * channel_count
    # 创建mask层
    cv2.fillPoly(mask, roi_corners, ignore_mask_color)
    # 为每个像素进行与操作，除mask区域外，全为0
    masked_image = cv2.bitwise_and(img, mask)
    # cv2.imshow("tgt", masked_image)
    # cv2.waitKey(0)
    # 第X片区域，类别是X
    cv2.imwrite('cut_result/' + img_name.split('/')[-1] + '_region_{}_category_{}.png'.format(index, category_id),
                masked_image)


img_name = 'test_and_result/IMG_3882.JPG.png'
lines = open('test_and_result/IMG_3882.JPG.png.region.txt').readlines()
print('共标记{}处'.format(len(lines)))

index = 0
for line in lines:
    index = index + 1
    category_id, area = get_points(line)
    get_masked_img(img_name, index, category_id, area)

文件IMG_3882.JPG.png.region.txt内容：

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