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Optim coco_visual
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coco_visual.py

Lines changed: 1 addition & 10 deletions
Original file line numberDiff line numberDiff line change
@@ -1,4 +1,3 @@
1-
# !/usr/bin/env python
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# -*- encoding: utf-8 -*-
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# @File: coco_visual.py
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import argparse
@@ -14,23 +13,18 @@ def visualization_bbox(num_image, json_path, img_path):
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with open(json_path) as annos:
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annotation_json = json.load(annos)
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# 统计json文件的关键字长度
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print('The annotation_json num_key is:', len(annotation_json))
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# 读出json文件的关键字
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print('The annotation_json key is:', annotation_json.keys())
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# json文件中包含的图片数量
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print('The annotation_json num_images is:', len(annotation_json['images']))
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# 获取所有类别数
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categories = annotation_json['categories']
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categories_dict = {c['id']: c['name'] for c in categories}
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class_nums = len(categories_dict.keys())
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color = [(random.randint(0, 255), random.randint(0, 255),
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random.randint(0, 255)) for _ in range(class_nums)]
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# 读取图像
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image_name = annotation_json['images'][num_image - 1]['file_name']
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img_id = annotation_json['images'][num_image - 1]['id']
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image_path = os.path.join(img_path, str(image_name).zfill(5))
@@ -46,12 +40,11 @@ def visualization_bbox(num_image, json_path, img_path):
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class_name = categories_dict[class_id]
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class_color = color[class_id-1]
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# 绘制边框
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x, y, w, h = list(map(int, anno['bbox']))
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cv2.rectangle(image, (int(x), int(y)),
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(int(x + w), int(y + h)),
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class_color, 2)
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# 绘制文本
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font_size = 0.7
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txt_size = cv2.getTextSize(class_name, cv2.FONT_HERSHEY_SIMPLEX,
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font_size, 1)[0]
@@ -71,7 +64,6 @@ def visualization_bbox(num_image, json_path, img_path):
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cv2.imshow(image_name, image)
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cv2.waitKey(0)
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else:
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# 保存可视化图即可
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save_path = f'visul_{num_image}.jpg'
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cv2.imwrite(save_path, image)
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print(f'The {save_path} has been saved the current director.')
@@ -81,7 +73,6 @@ def visualization_bbox(num_image, json_path, img_path):
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parser = argparse.ArgumentParser()
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parser.add_argument('--vis_num', type=int, default=1,
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help="visual which one")
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parser.add_argument('--json_path', type=str, required=True)
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parser.add_argument('--img_dir', type=str, required=True)
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args = parser.parse_args()

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