# humanseg_example

**Repository Path**: vax52/humanseg_example

## Basic Information

- **Project Name**: humanseg_example
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 0
- **Created**: 2021-07-23
- **Last Updated**: 2024-08-23

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 基于paddlehub的人像分割背景替换实例

##原始图片
![avatar](origin/meditation.jpg)

## 替换后的图片
![replace](humanseg_output/result_deeplab.jpg)
# 参考资料

https://aistudio.baidu.com/aistudio/projectdetail/2213056



# serving example

hub serving start -m pyramidbox_lite_mobile
```python
import requests
import json
import cv2
import base64


def cv2_to_base64(image):
    data = cv2.imencode('.jpg', image)[1]
    return base64.b64encode(data.tostring()).decode('utf8')


# 发送HTTP请求
data = {'images':[cv2_to_base64(cv2.imread("/PATH/TO/IMAGE"))]}
headers = {"Content-type": "application/json"}
url = "http://127.0.0.1:8866/predict/pyramidbox_lite_mobile"
r = requests.post(url=url, headers=headers, data=json.dumps(data))

# 打印预测结果
print(r.json()["results"])
```