[Serving] Add a simple Python serving (#962)

* init simple serving

* simple serving is working

* ppyoloe demo

* Update README_CN.md

* update readme

* complete vision result to json
This commit is contained in:
Wang Xinyu
2022-12-26 21:09:08 +08:00
committed by GitHub
parent ec67f8ee6d
commit 22d91a73c6
18 changed files with 707 additions and 0 deletions

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import requests
import json
import cv2
import base64
import fastdeploy as fd
if __name__ == '__main__':
url = "http://127.0.0.1:8000/fd/ppyoloe"
headers = {"Content-Type": "application/json"}
im = cv2.imread("000000014439.jpg")
data = {
"data": {
"image": fd.serving.utils.cv2_to_base64(im)
},
"parameters": {}
}
resp = requests.post(url=url, headers=headers, data=json.dumps(data))
if resp.status_code == 200:
r_json = json.loads(resp.json()["result"])
det_result = fd.vision.utils.json_to_detection(r_json)
vis_im = fd.vision.vis_detection(im, det_result, score_threshold=0.5)
cv2.imwrite("visualized_result.jpg", vis_im)
print("Visualized result save in ./visualized_result.jpg")
else:
print("Error code:", resp.status_code)
print(resp.text)