Error :
File "inferencing/saved_model_inference.py", line 106, in
result = detect_mask_single_image_using_restapi(image)
File "inferencing/saved_model_inference.py", line 78, in detect_mask_single_image_using_restapi
response = requests.post(RESTAPI_URL, data=json.dumps(data), headers={"content-type":"application/json"})
File "/usr/local/lib/python3.6/dist-packages/requests/api.py", line 116, in post
return request('post', url, data=data, json=json, kwargs)
File "/usr/local/lib/python3.6/dist-packages/requests/api.py", line 60, in request
return session.request(method=method, url=url, kwargs)
File "/usr/local/lib/python3.6/dist-packages/requests/sessions.py", line 533, in request
resp = self.send(prep, send_kwargs)
File "/usr/local/lib/python3.6/dist-packages/requests/sessions.py", line 646, in send
r = adapter.send(request, kwargs)
File "/usr/local/lib/python3.6/dist-packages/requests/adapters.py", line 516, in send
raise ConnectionError(e, request=request)
requests.exceptions.ConnectionError:
Hello,
Below are the steps I followed:
Docker image was used using Tensorflow 1.14 version 1) python main.py (COCO weights were used) ---> Successfully returns frozen and serving_model
Using Docker image Tensorflow 2.1 version
2) install tensorflow_server_model (https://medium.com/@noone7791/how-to-install-tensorflow-serving-load-a-saved-tf-model-and-connect-it-to-a-rest-api-in-ubuntu-48e2a27b8c2a)
3) python3 inferencing/saved_model_inference.py -t restapi -p test_image/monalisa.jpg
Error 1: mrcnn not found. Solution: Copied mrcnn folder from matterport to inferencing
3) python3 inferencing/saved_model_inference.py -t restapi -p test_image/monalisa.jpg
Error : File "inferencing/saved_model_inference.py", line 106, in
result = detect_mask_single_image_using_restapi(image)
File "inferencing/saved_model_inference.py", line 78, in detect_mask_single_image_using_restapi
response = requests.post(RESTAPI_URL, data=json.dumps(data), headers={"content-type":"application/json"})
File "/usr/local/lib/python3.6/dist-packages/requests/api.py", line 116, in post
return request('post', url, data=data, json=json, kwargs)
File "/usr/local/lib/python3.6/dist-packages/requests/api.py", line 60, in request
return session.request(method=method, url=url, kwargs)
File "/usr/local/lib/python3.6/dist-packages/requests/sessions.py", line 533, in request
resp = self.send(prep, send_kwargs)
File "/usr/local/lib/python3.6/dist-packages/requests/sessions.py", line 646, in send
r = adapter.send(request, kwargs)
File "/usr/local/lib/python3.6/dist-packages/requests/adapters.py", line 516, in send
raise ConnectionError(e, request=request)
requests.exceptions.ConnectionError: