帮我写一个批量将yolopose转换成单个json文件的cvat导出的cocokeypoints的脚本
时间: 2024-05-15 16:17:13 浏览: 150
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好的,以下是一个简单的Python脚本,可以将yolopose转换成单个json文件的cvat导出的cocokeypoints:
```
import json
import os
input_dir = "/path/to/input/files/"
output_dir = "/path/to/output/files/"
for filename in os.listdir(input_dir):
if filename.endswith(".json"):
with open(os.path.join(input_dir, filename), "r") as f:
data = json.load(f)
new_data = []
for frame in data["shapes"]:
keypoints = []
for point in frame["points"]:
keypoints.append(point[0])
keypoints.append(point[1])
keypoints.append(2) # set score to 2 (high confidence)
new_data.append({"keypoints": keypoints})
output_filename = os.path.join(output_dir, filename[:-5] + "_converted.json")
with open(output_filename, "w") as outfile:
json.dump(new_data, outfile)
```
请注意,您必须将“/path/to/input/files/”和“/path/to/output/files/”替换为实际的输入和输出目录,然后运行脚本即可。
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