CustomVision Classification in Docker container: Cannot feed value of shape2019 Community Moderator Election
How to change two letters closest to a string and one letter immediately after a string using notepad++
Is it true that good novels will automatically sell themselves on Amazon (and so on) and there is no need for one to waste time promoting?
How do I hide Chekhov's Gun?
Happy pi day, everyone!
In a future war, an old lady is trying to raise a boy but one of the weapons has made everyone deaf
Why do passenger jet manufacturers design their planes with stall prevention systems?
My Graph Theory Students
The difference between「N分で」and「後N分で」
It's a yearly task, alright
compactness of a set where am I going wrong
How do anti-virus programs start at Windows boot?
PTIJ: Who should I vote for? (21st Knesset Edition)
Interplanetary conflict, some disease destroys the ability to understand or appreciate music
How to use deus ex machina safely?
Is it normal that my co-workers at a fitness company criticize my food choices?
Look at your watch and tell me what time is it. vs Look at your watch and tell me what time it is
Can I use USB data pins as power source
What is the significance behind "40 days" that often appears in the Bible?
How to simplify this time periods definition interface?
Bach's Toccata and Fugue in D minor breaks the "no parallel octaves" rule?
Credit cards used everywhere in Singapore or Malaysia?
Co-worker team leader wants to inject his friend's awful software into our development. What should I say to our common boss?
Identifying the interval from A♭ to D♯
SOQL: Populate a Literal List in WHERE IN Clause
CustomVision Classification in Docker container: Cannot feed value of shape
2019 Community Moderator Election
I have created a classification model in CustomVision and exported it to a Dockerfile (Linux). The model works fine when testing it from inside CustomVision GUI, but when connecting to the docker container and calling it like
curl -X POST http://127.0.0.1/image -F imageData=@some_file_name.jpg
I always get a error like
"Error: Could not preprocess image for prediction. Cannot feed value of shape (1, 227, 227, 3) for Tensor 'Placeholder:0', which has shape '(?, 224, 224, 3)'"
This is even when some_file_name.jpg is one of the files the model was trained from...
An observation: Models we created in August'18 and exported to Dockerfiles works fine. When modifying these models now (e.g. removing a file from the trainingdata) and rebuilding the model, it fails like noted above. The zip file created when exporting the model is nearly double in size now compared to in August. No configuration has been changed and the model is still build on the same datacenter.
Any tips/help is most appreciated.
azure-cognitive-services
edited Mar 7 at 14:18
kalehmann
2,369521
asked Mar 7 at 14:13
Per IngePer Inge
31
add a comment |
I have created a classification model in CustomVision and exported it to a Dockerfile (Linux). The model works fine when testing it from inside CustomVision GUI, but when connecting to the docker container and calling it like
curl -X POST http://127.0.0.1/image -F imageData=@some_file_name.jpg
I always get a error like
"Error: Could not preprocess image for prediction. Cannot feed value of shape (1, 227, 227, 3) for Tensor 'Placeholder:0', which has shape '(?, 224, 224, 3)'"
This is even when some_file_name.jpg is one of the files the model was trained from...
An observation: Models we created in August'18 and exported to Dockerfiles works fine. When modifying these models now (e.g. removing a file from the trainingdata) and rebuilding the model, it fails like noted above. The zip file created when exporting the model is nearly double in size now compared to in August. No configuration has been changed and the model is still build on the same datacenter.
Any tips/help is most appreciated.
azure-cognitive-services
edited Mar 7 at 14:18
kalehmann
2,369521
asked Mar 7 at 14:13
Per IngePer Inge
31
Is export to Dockerfile actually working at the moment?
– Per Inge
Mar 11 at 8:13
add a comment |
I have created a classification model in CustomVision and exported it to a Dockerfile (Linux). The model works fine when testing it from inside CustomVision GUI, but when connecting to the docker container and calling it like
curl -X POST http://127.0.0.1/image -F imageData=@some_file_name.jpg
I always get a error like
"Error: Could not preprocess image for prediction. Cannot feed value of shape (1, 227, 227, 3) for Tensor 'Placeholder:0', which has shape '(?, 224, 224, 3)'"
This is even when some_file_name.jpg is one of the files the model was trained from...
An observation: Models we created in August'18 and exported to Dockerfiles works fine. When modifying these models now (e.g. removing a file from the trainingdata) and rebuilding the model, it fails like noted above. The zip file created when exporting the model is nearly double in size now compared to in August. No configuration has been changed and the model is still build on the same datacenter.
Any tips/help is most appreciated.
azure-cognitive-services
edited Mar 7 at 14:18
kalehmann
2,369521
asked Mar 7 at 14:13
Per IngePer Inge
31
I have created a classification model in CustomVision and exported it to a Dockerfile (Linux). The model works fine when testing it from inside CustomVision GUI, but when connecting to the docker container and calling it like
curl -X POST http://127.0.0.1/image -F imageData=@some_file_name.jpg
I always get a error like
"Error: Could not preprocess image for prediction. Cannot feed value of shape (1, 227, 227, 3) for Tensor 'Placeholder:0', which has shape '(?, 224, 224, 3)'"
This is even when some_file_name.jpg is one of the files the model was trained from...
An observation: Models we created in August'18 and exported to Dockerfiles works fine. When modifying these models now (e.g. removing a file from the trainingdata) and rebuilding the model, it fails like noted above. The zip file created when exporting the model is nearly double in size now compared to in August. No configuration has been changed and the model is still build on the same datacenter.
Any tips/help is most appreciated.
azure-cognitive-services
azure-cognitive-services
edited Mar 7 at 14:18
kalehmann
2,369521
asked Mar 7 at 14:13
Per IngePer Inge
31
edited Mar 7 at 14:18
kalehmann
2,369521
asked Mar 7 at 14:13
Per IngePer Inge
31
edited Mar 7 at 14:18
kalehmann
2,369521
edited Mar 7 at 14:18
kalehmann
2,369521
edited Mar 7 at 14:18
kalehmann
2,369521
2,369521
asked Mar 7 at 14:13
Per IngePer Inge
31
asked Mar 7 at 14:13
Per IngePer Inge
31
asked Mar 7 at 14:13
Per IngePer Inge
31
31
Is export to Dockerfile actually working at the moment?
– Per Inge
Mar 11 at 8:13
add a comment |
Is export to Dockerfile actually working at the moment?
– Per Inge
Mar 11 at 8:13
Is export to Dockerfile actually working at the moment?
– Per Inge
Mar 11 at 8:13
Is export to Dockerfile actually working at the moment?
– Per Inge
Mar 11 at 8:13
add a comment |
1 Answer
1
active
oldest
votes
In the app folder of the export there's a file predict.py. Change the line,
network_input_size = 227
to
network_input_size = 224
I then rebuilt and reran my docker container and it worked.
answered Mar 12 at 9:02
dawadawa
16
New contributor
dawa is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
Thanks! It worked :-)
– Per Inge
Mar 12 at 13:19
add a comment |
Your Answer
StackExchange.ifUsing("editor", function ()
StackExchange.using("externalEditor", function ()
StackExchange.using("snippets", function ()
StackExchange.snippets.init();
);
);
, "code-snippets");
StackExchange.ready(function()
var channelOptions =
tags: "".split(" "),
id: "1"
;
initTagRenderer("".split(" "), "".split(" "), channelOptions);
StackExchange.using("externalEditor", function()
// Have to fire editor after snippets, if snippets enabled
if (StackExchange.settings.snippets.snippetsEnabled)
StackExchange.using("snippets", function()
createEditor();
);
else
createEditor();
);
function createEditor()
StackExchange.prepareEditor(
heartbeatType: 'answer',
autoActivateHeartbeat: false,
convertImagesToLinks: true,
noModals: true,
showLowRepImageUploadWarning: true,
reputationToPostImages: 10,
bindNavPrevention: true,
postfix: "",
imageUploader:
brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
allowUrls: true
,
onDemand: true,
discardSelector: ".discard-answer"
,immediatelyShowMarkdownHelp:true
);
);
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function ()
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f55045858%2fcustomvision-classification-in-docker-container-cannot-feed-value-of-shape%23new-answer', 'question_page');
);
Post as a guest
Required, but never shown
1 Answer
1
active
oldest
votes
1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
In the app folder of the export there's a file predict.py. Change the line,
network_input_size = 227
to
network_input_size = 224
I then rebuilt and reran my docker container and it worked.
answered Mar 12 at 9:02
dawadawa
16
New contributor
dawa is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
Thanks! It worked :-)
– Per Inge
Mar 12 at 13:19
add a comment |
In the app folder of the export there's a file predict.py. Change the line,
network_input_size = 227
to
network_input_size = 224
I then rebuilt and reran my docker container and it worked.
answered Mar 12 at 9:02
dawadawa
16
New contributor
dawa is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
Thanks! It worked :-)
– Per Inge
Mar 12 at 13:19
add a comment |
In the app folder of the export there's a file predict.py. Change the line,
network_input_size = 227
to
network_input_size = 224
I then rebuilt and reran my docker container and it worked.
answered Mar 12 at 9:02
dawadawa
16
New contributor
dawa is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
In the app folder of the export there's a file predict.py. Change the line,
network_input_size = 227
to
network_input_size = 224
I then rebuilt and reran my docker container and it worked.
answered Mar 12 at 9:02
dawadawa
16
New contributor
dawa is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
answered Mar 12 at 9:02
dawadawa
16
New contributor
dawa is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
answered Mar 12 at 9:02
dawadawa
16
answered Mar 12 at 9:02
dawadawa
16
16
New contributor
dawa is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
New contributor
dawa is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
dawa is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
Thanks! It worked :-)
– Per Inge
Mar 12 at 13:19
add a comment |
Thanks! It worked :-)
– Per Inge
Mar 12 at 13:19
Thanks! It worked :-)
– Per Inge
Mar 12 at 13:19
Thanks! It worked :-)
– Per Inge
Mar 12 at 13:19
add a comment |
Thanks for contributing an answer to Stack Overflow!
- Please be sure to answer the question. Provide details and share your research!
But avoid …
- Asking for help, clarification, or responding to other answers.
- Making statements based on opinion; back them up with references or personal experience.
To learn more, see our tips on writing great answers.
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function ()
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f55045858%2fcustomvision-classification-in-docker-container-cannot-feed-value-of-shape%23new-answer', 'question_page');
);
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Is export to Dockerfile actually working at the moment?
– Per Inge
Mar 11 at 8:13