简介:LabelMe是一款广泛使用的图像标注工具,主要用于计算机视觉领域的数据准备。它可以帮助用户轻松地在图像上标注目标对象,并生成可用于训练机器学习模型的数据集。LabelMe支持多种类型的标注,包括边界框(bounding boxes)、多边形(polygons)、点等。
1.安装
- 激活已有python环境后,使用pip安装 labelme:
pip install labelme -i https://pypi.tuna.tsinghua.edu.cn/simple
AI助手
- 安装labelme 依赖的其他 Python库,如 PyQt5、Pillow、numpy
-
pip install numpy -i https://pypi.tuna.tsinghua.edu.cn/simple
-
......
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2.使用教程
- 安装完成后,键入labelme自动打开操作界面
点击打开目录选中自己的数据集后,点击编辑进行标注
-
对于关键点任务,选择创建控制点即可)
- 点击保存为json文件 ——JSON(JavaScript Object Notation)是一种轻量级的数据交换格式,易于人阅读和编写,同时也易于机器解析和生成。
{
"version": "5.5.0",
"flags": {},
"shapes": [
{
"label": "1",
"points": [
[
547.0125786163522,
279.22641509433964
],
[
775.3144654088051,
387.4025157232705
]
],
"group_id": null,
"description": "战车",
"shape_type": "rectangle",
"flags": {},
"mask": null
},
{
"label": "2",
"points": [
[
387.5,
253.3125
],
[
441.40625,
293.15625
]
],
"group_id": null,
"description": "",
"shape_type": "rectangle",
"flags": {},
"mask": null
},
{
"label": "3",
"points": [
[
108.59375,
280.65625
],
[
351.5625,
419.71875
]
],
"group_id": null,
"description": "",
"shape_type": "rectangle",
"flags": {},
"mask": null
},
{
"label": "4",
"points": [
[
678.90625,
253.3125
],
[
716.40625,
274.40625
]
],
"group_id": null,
"description": "",
"shape_type": "rectangle",
"flags": {},
"mask": null
},
{
"label": "5",
"points": [
[
178.125,
252.53125
],
[
205.46875,
270.5
]
],
"group_id": null,
"description": "",
"shape_type": "rectangle",
"flags": {},
"mask": null
},
{
"label": "6",
"points": [
[
518.75,
251.75
],
[
567.1875,
268.15625
]
],
"group_id": null,
"description": "",
"shape_type": "rectangle",
"flags": {},
"mask": null
},
{
"label": "7",
"points": [
[
17.96875,
479.09375
],
[
77.34375,
515.03125
]
],
"group_id": null,
"description": "",
"shape_type": "rectangle",
"flags": {},
"mask": null
},
{
"label": "8",
"points": [
[
676.5625,
472.84375
],
[
835.15625,
531.4375
]
],
"group_id": null,
"description": "",
"shape_type": "rectangle",
"flags": {},
"mask": null
},
{
"label": "9",
"points": [
[
346.875,
248.625
],
[
367.1875,
266.59375
]
],
"group_id": null,
"description": "",
"shape_type": "rectangle",
"flags": {},
"mask": null
}
],
"imagePath": "R-C.jpg",
"imageData": 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",
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}
-
该json文件描述该图像中有两个被标注的对象,一个汽车和一个人,框选在一个矩形区域内,并且提供了这些矩形的左上角和右下角坐标。
- 将json文件转项目所需格式 以yolo系列项目为例,yolo所需txt文件格式如下:
import json
import os
# 为了提高计算效率和简化模型处理,用数字表示类别
label_translate_dict = {
"car": "0",
"person": "1"
}
# 框xyxy的坐标转换为xywh,因为yolo读取的时xywh坐标
def xyxy2xywh(size, box): # (xmin,ymin)左上角,(xmax,ymax)右下角
dw = 1. / size[0] # 1/w
dh = 1. / size[1] # 1/h
x = (box[0] + box[2]) / 2 * dw
y = (box[1] + box[3]) / 2 * dh
w = (box[2] - box[0]) * dw
h = (box[3] - box[1]) * dh
return [x, y, w, h] # 返回的都是标准化后的值
def json2yolo(path, save_path):
txt_name = os.path.basename(path) # 返回path最后文件名
txt_name = txt_name.replace('.json', '.txt')
with open(path, 'r') as f:
data = json.load(f) # 读取到这个文件所有内容,并返回字典dict格式
h = data['imageHeight']
w = data['imageWidth']
res = [] # 创建用于写入的列表
for item in data['shapes']: # (打开json文件就可以明白)
label = item['label']
points = item['points']
if len(points) == 2: # json的框
xmin = min(points[0][0], points[1][0])
ymin = min(points[0][1], points[1][1])
xmax = max(points[0][0], points[1][0])
ymax = max(points[0][1], points[1][1])
box = [float(xmin), float(ymin), float(xmax), float(ymax)]
# 将x1, y1, x2, y2转换成yolo所需要的x, y, w, h格式
bbox = xyxy2xywh((w, h), box)
if label in label_translate_dict:
class_id = label_translate_dict[label]
res.append(f"{class_id} {' '.join(str(x) for x in bbox)}")
else:
print(f"Warning: Label '{label}' not found in label_translate_dict")
# 写入目标文件中,格式为 id x y w h
with open(os.path.join(save_path, txt_name), 'w') as out_file:
for line in res:
out_file.write(line + '\n')
out_file.close()
if __name__ == '__main__':
# json格式数据路径
path = r"C:\Users\22857\Desktop\教培\data\json" # 转换成txt的json文件,替换成自己的
save_path = r'C:\Users\22857\Desktop\教培\data\txt' # txt保存根目录,替换成自己的
json_names = os.listdir(path)
for json_name in json_names:
json2yolo(os.path.join(path, json_name), save_path) # json转换yolo格式的坐标
转后格式如下: