Extract Grind-Anchors from Object-Detection API Model
I'm currently trying to get my SSDLite Network, which I trained with the Tensroflow Object-detection API working, with iOS.
So I'm using the Open Source Code of SSDMobileNet_CoreML.
The Graph allready works with some limitations. For running on iOS I had to extract the FeatureExtractor from my Graph and where unable to keep Preprocessor, Posprocessor and MutlipleGrindAnchorBox, same as they did in SSDMobileNet_CoreML.
Here you can see the Anchors they have used.
So cause my Anchors seem to be a little different I tried to undestand how they got this array.
So I found in an GitHub Issue an explenation, where the User who created the Anchors explains how he got them.
He says:
I just exported them out of the Tensorflow Graph from the import/MultipleGridAnchorGenerator/Identity tensor
I allready found the matching tensor in my Graph but I don't know how to export the Graph and retrive the correct Anchor encoding.
Can sombody explain this to me?
tensorflow tensor coreml object-detection-api
add a comment |
I'm currently trying to get my SSDLite Network, which I trained with the Tensroflow Object-detection API working, with iOS.
So I'm using the Open Source Code of SSDMobileNet_CoreML.
The Graph allready works with some limitations. For running on iOS I had to extract the FeatureExtractor from my Graph and where unable to keep Preprocessor, Posprocessor and MutlipleGrindAnchorBox, same as they did in SSDMobileNet_CoreML.
Here you can see the Anchors they have used.
So cause my Anchors seem to be a little different I tried to undestand how they got this array.
So I found in an GitHub Issue an explenation, where the User who created the Anchors explains how he got them.
He says:
I just exported them out of the Tensorflow Graph from the import/MultipleGridAnchorGenerator/Identity tensor
I allready found the matching tensor in my Graph but I don't know how to export the Graph and retrive the correct Anchor encoding.
Can sombody explain this to me?
tensorflow tensor coreml object-detection-api
add a comment |
I'm currently trying to get my SSDLite Network, which I trained with the Tensroflow Object-detection API working, with iOS.
So I'm using the Open Source Code of SSDMobileNet_CoreML.
The Graph allready works with some limitations. For running on iOS I had to extract the FeatureExtractor from my Graph and where unable to keep Preprocessor, Posprocessor and MutlipleGrindAnchorBox, same as they did in SSDMobileNet_CoreML.
Here you can see the Anchors they have used.
So cause my Anchors seem to be a little different I tried to undestand how they got this array.
So I found in an GitHub Issue an explenation, where the User who created the Anchors explains how he got them.
He says:
I just exported them out of the Tensorflow Graph from the import/MultipleGridAnchorGenerator/Identity tensor
I allready found the matching tensor in my Graph but I don't know how to export the Graph and retrive the correct Anchor encoding.
Can sombody explain this to me?
tensorflow tensor coreml object-detection-api
I'm currently trying to get my SSDLite Network, which I trained with the Tensroflow Object-detection API working, with iOS.
So I'm using the Open Source Code of SSDMobileNet_CoreML.
The Graph allready works with some limitations. For running on iOS I had to extract the FeatureExtractor from my Graph and where unable to keep Preprocessor, Posprocessor and MutlipleGrindAnchorBox, same as they did in SSDMobileNet_CoreML.
Here you can see the Anchors they have used.
So cause my Anchors seem to be a little different I tried to undestand how they got this array.
So I found in an GitHub Issue an explenation, where the User who created the Anchors explains how he got them.
He says:
I just exported them out of the Tensorflow Graph from the import/MultipleGridAnchorGenerator/Identity tensor
I allready found the matching tensor in my Graph but I don't know how to export the Graph and retrive the correct Anchor encoding.
Can sombody explain this to me?
tensorflow tensor coreml object-detection-api
tensorflow tensor coreml object-detection-api
asked Nov 14 '18 at 19:48
TriptonTripton
12
12
add a comment |
add a comment |
1 Answer
1
active
oldest
votes
I allready figured it out. A little below quote was a link to a Python Notebook which explains everything in detail.
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%2f53307748%2fextract-grind-anchors-from-object-detection-api-model%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
I allready figured it out. A little below quote was a link to a Python Notebook which explains everything in detail.
add a comment |
I allready figured it out. A little below quote was a link to a Python Notebook which explains everything in detail.
add a comment |
I allready figured it out. A little below quote was a link to a Python Notebook which explains everything in detail.
I allready figured it out. A little below quote was a link to a Python Notebook which explains everything in detail.
answered Nov 14 '18 at 20:46
TriptonTripton
12
12
add a comment |
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%2f53307748%2fextract-grind-anchors-from-object-detection-api-model%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