How to serve retrain model with tensorflow-serving and RESTful API
I am new to Tensorflow. Just managed to build a simple image classifier with this tutorial https://codelabs.developers.google.com/codelabs/tensorflow-for-poets/
I am trying to serve the model with Docker. It seems that I need to export trained model to SavedModel
I managed to create SavedModel using answer in this question: How to serve retrained Inception model using Tensorflow Serving?
The problem is I have no I idea how to call image classification with RESTful API.
python tensorflow tensorflow-serving
add a comment |
I am new to Tensorflow. Just managed to build a simple image classifier with this tutorial https://codelabs.developers.google.com/codelabs/tensorflow-for-poets/
I am trying to serve the model with Docker. It seems that I need to export trained model to SavedModel
I managed to create SavedModel using answer in this question: How to serve retrained Inception model using Tensorflow Serving?
The problem is I have no I idea how to call image classification with RESTful API.
python tensorflow tensorflow-serving
add a comment |
I am new to Tensorflow. Just managed to build a simple image classifier with this tutorial https://codelabs.developers.google.com/codelabs/tensorflow-for-poets/
I am trying to serve the model with Docker. It seems that I need to export trained model to SavedModel
I managed to create SavedModel using answer in this question: How to serve retrained Inception model using Tensorflow Serving?
The problem is I have no I idea how to call image classification with RESTful API.
python tensorflow tensorflow-serving
I am new to Tensorflow. Just managed to build a simple image classifier with this tutorial https://codelabs.developers.google.com/codelabs/tensorflow-for-poets/
I am trying to serve the model with Docker. It seems that I need to export trained model to SavedModel
I managed to create SavedModel using answer in this question: How to serve retrained Inception model using Tensorflow Serving?
The problem is I have no I idea how to call image classification with RESTful API.
python tensorflow tensorflow-serving
python tensorflow tensorflow-serving
asked Nov 12 '18 at 8:54
naoteenaotee
316
316
add a comment |
add a comment |
0
active
oldest
votes
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%2f53258661%2fhow-to-serve-retrain-model-with-tensorflow-serving-and-restful-api%23new-answer', 'question_page');
);
Post as a guest
Required, but never shown
0
active
oldest
votes
0
active
oldest
votes
active
oldest
votes
active
oldest
votes
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%2f53258661%2fhow-to-serve-retrain-model-with-tensorflow-serving-and-restful-api%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