Identify credit card shape using machine learning
$begingroup$
I have to approach this task : identify credit card from a image. I am attaching example image below
I have to identify and localize credit card from this image. The real challenge is that the card can be placed on any background and the color of card can change based on the company it belongs to.
In order to solve this task I tried using tensor flow object detection api the downside of this api is it fails to recognize cards which are not in its training data set.
My problem here is I am not concerned with the color of card or what information the card has. I am only concerned about finding the outline of card in an image and isolating the outline of card from rest of the image.
Is there a way using ML/CNN to do this. I tried OpenCV approaches to detect contours but even this approach fails when there is lot of text or other noise in the cards background.
machine-learning python cnn opencv
asked 2 mins ago
AbcAbc
62
$endgroup$
add a comment |
$begingroup$
I have to approach this task : identify credit card from a image. I am attaching example image below
I have to identify and localize credit card from this image. The real challenge is that the card can be placed on any background and the color of card can change based on the company it belongs to.
In order to solve this task I tried using tensor flow object detection api the downside of this api is it fails to recognize cards which are not in its training data set.
My problem here is I am not concerned with the color of card or what information the card has. I am only concerned about finding the outline of card in an image and isolating the outline of card from rest of the image.
Is there a way using ML/CNN to do this. I tried OpenCV approaches to detect contours but even this approach fails when there is lot of text or other noise in the cards background.
machine-learning python cnn opencv
asked 2 mins ago
AbcAbc
62
$endgroup$
add a comment |
$begingroup$
I have to approach this task : identify credit card from a image. I am attaching example image below
I have to identify and localize credit card from this image. The real challenge is that the card can be placed on any background and the color of card can change based on the company it belongs to.
In order to solve this task I tried using tensor flow object detection api the downside of this api is it fails to recognize cards which are not in its training data set.
My problem here is I am not concerned with the color of card or what information the card has. I am only concerned about finding the outline of card in an image and isolating the outline of card from rest of the image.
Is there a way using ML/CNN to do this. I tried OpenCV approaches to detect contours but even this approach fails when there is lot of text or other noise in the cards background.
machine-learning python cnn opencv
asked 2 mins ago
AbcAbc
62
$endgroup$
I have to approach this task : identify credit card from a image. I am attaching example image below
I have to identify and localize credit card from this image. The real challenge is that the card can be placed on any background and the color of card can change based on the company it belongs to.
In order to solve this task I tried using tensor flow object detection api the downside of this api is it fails to recognize cards which are not in its training data set.
My problem here is I am not concerned with the color of card or what information the card has. I am only concerned about finding the outline of card in an image and isolating the outline of card from rest of the image.
Is there a way using ML/CNN to do this. I tried OpenCV approaches to detect contours but even this approach fails when there is lot of text or other noise in the cards background.
machine-learning python cnn opencv
machine-learning python cnn opencv
asked 2 mins ago
AbcAbc
62
asked 2 mins ago
AbcAbc
62
asked 2 mins ago
AbcAbc
62
asked 2 mins ago
AbcAbc
62
asked 2 mins ago
AbcAbc
62
62
add a comment |
add a comment |
0
active
oldest
votes
Your Answer
StackExchange.ifUsing("editor", function () {
return StackExchange.using("mathjaxEditing", function () {
StackExchange.MarkdownEditor.creationCallbacks.add(function (editor, postfix) {
StackExchange.mathjaxEditing.prepareWmdForMathJax(editor, postfix, [["$", "$"], ["\\(","\\)"]]);
});
});
}, "mathjax-editing");
StackExchange.ready(function() {
var channelOptions = {
tags: "".split(" "),
id: "557"
};
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: false,
noModals: true,
showLowRepImageUploadWarning: true,
reputationToPostImages: null,
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%2fdatascience.stackexchange.com%2fquestions%2f46907%2fidentify-credit-card-shape-using-machine-learning%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 Data Science Stack Exchange!
- 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.
Use MathJax to format equations. MathJax reference.
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%2fdatascience.stackexchange.com%2fquestions%2f46907%2fidentify-credit-card-shape-using-machine-learning%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
