What is the best way to create dataset for my own machine learning problem
I am new to the machine learning world, i want to create my own dataset for computer vision body measurement.
I have this program that can create 3d bodies based on several body measurements such as (height, waist size etc).
My questions is, should i use real human measurement data (~2400 data)? Or should i create a continuous measurement data (eg height="[100-200 with 5cm interval increase])?
what are the pros and cons for each of these choices?
machine-learning dataset
asked Nov 12 '18 at 21:53
Kaiyue WangKaiyue Wang
628
add a comment |
I am new to the machine learning world, i want to create my own dataset for computer vision body measurement.
I have this program that can create 3d bodies based on several body measurements such as (height, waist size etc).
My questions is, should i use real human measurement data (~2400 data)? Or should i create a continuous measurement data (eg height="[100-200 with 5cm interval increase])?
what are the pros and cons for each of these choices?
machine-learning dataset
asked Nov 12 '18 at 21:53
Kaiyue WangKaiyue Wang
628
Your question is not a programming question as described in stackoverflow.com/help/on-topic .
– quant
Nov 12 '18 at 22:03
add a comment |
I am new to the machine learning world, i want to create my own dataset for computer vision body measurement.
I have this program that can create 3d bodies based on several body measurements such as (height, waist size etc).
My questions is, should i use real human measurement data (~2400 data)? Or should i create a continuous measurement data (eg height="[100-200 with 5cm interval increase])?
what are the pros and cons for each of these choices?
machine-learning dataset
asked Nov 12 '18 at 21:53
Kaiyue WangKaiyue Wang
628
I am new to the machine learning world, i want to create my own dataset for computer vision body measurement.
I have this program that can create 3d bodies based on several body measurements such as (height, waist size etc).
My questions is, should i use real human measurement data (~2400 data)? Or should i create a continuous measurement data (eg height="[100-200 with 5cm interval increase])?
what are the pros and cons for each of these choices?
machine-learning dataset
machine-learning dataset
asked Nov 12 '18 at 21:53
Kaiyue WangKaiyue Wang
628
asked Nov 12 '18 at 21:53
Kaiyue WangKaiyue Wang
628
asked Nov 12 '18 at 21:53
Kaiyue WangKaiyue Wang
628
asked Nov 12 '18 at 21:53
Kaiyue WangKaiyue Wang
628
asked Nov 12 '18 at 21:53
Kaiyue WangKaiyue Wang
628
628
Your question is not a programming question as described in stackoverflow.com/help/on-topic .
– quant
Nov 12 '18 at 22:03
add a comment |
Your question is not a programming question as described in stackoverflow.com/help/on-topic .
– quant
Nov 12 '18 at 22:03
Your question is not a programming question as described in stackoverflow.com/help/on-topic .
– quant
Nov 12 '18 at 22:03
Your question is not a programming question as described in stackoverflow.com/help/on-topic .
– quant
Nov 12 '18 at 22:03
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%2f53270651%2fwhat-is-the-best-way-to-create-dataset-for-my-own-machine-learning-problem%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%2f53270651%2fwhat-is-the-best-way-to-create-dataset-for-my-own-machine-learning-problem%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
Your question is not a programming question as described in stackoverflow.com/help/on-topic .
– quant
Nov 12 '18 at 22:03