occlum/demos/tensorflow/tensorflow_serving/client/utils.py
yuanwu d19ff1a8be Enable Tensorflow_serving in Occlum
Signed-off-by: yuanwu <yuan.wu@intel.com>
2021-08-16 16:58:03 +08:00

29 lines
771 B
Python

import json, cv2, base64
from google.protobuf import json_format
def dict_to_json_msg(data):
return json.dumps(data)
def json_msg_to_dict(json_msg):
return json.loads(json_msg)
def proto_msg_to_json_msg(proto_data):
return json_format.MessageToJson(proto_data)
def proto_msg_to_dict(proto_data):
return json_msg_to_dict(proto_msg_to_json_msg(proto_data))
def img_to_array(img_path):
img = cv2.imread(img_path)
return img
def img_array_to_base64(image_array):
base64_str = base64.b64encode(image_array).decode('utf-8')
return base64_str
def base64_to_img_array(base64_str):
imgString = base64.b64decode(base64_str)
nparr = np.fromstring(imgString, np.uint8)
image = cv2.imdecode(nparr, cv2.IMREAD_COLOR)
return image