What is the difference between ImageNet and ImageNet1k? How to download it?
$begingroup$
Some papers mention just ImageNet and some papers mention ImageNet 1k database?
What is the difference between these 2? Are they same or is the latter one subset of the former one?
I'm working on Generative Adversarial Nets. I wanted to train it on ImageNet Database. How to download ImageNet 1k? I went to ImageNet site and created & verified my account. Then there were several links. Which one to select?
Thanks!
gan databases
asked yesterday
Nagabhushan S NNagabhushan S N
1547
$endgroup$
add a comment |
$begingroup$
Some papers mention just ImageNet and some papers mention ImageNet 1k database?
What is the difference between these 2? Are they same or is the latter one subset of the former one?
I'm working on Generative Adversarial Nets. I wanted to train it on ImageNet Database. How to download ImageNet 1k? I went to ImageNet site and created & verified my account. Then there were several links. Which one to select?
Thanks!
gan databases
asked yesterday
Nagabhushan S NNagabhushan S N
1547
$endgroup$
add a comment |
$begingroup$
Some papers mention just ImageNet and some papers mention ImageNet 1k database?
What is the difference between these 2? Are they same or is the latter one subset of the former one?
I'm working on Generative Adversarial Nets. I wanted to train it on ImageNet Database. How to download ImageNet 1k? I went to ImageNet site and created & verified my account. Then there were several links. Which one to select?
Thanks!
gan databases
asked yesterday
Nagabhushan S NNagabhushan S N
1547
$endgroup$
Some papers mention just ImageNet and some papers mention ImageNet 1k database?
What is the difference between these 2? Are they same or is the latter one subset of the former one?
I'm working on Generative Adversarial Nets. I wanted to train it on ImageNet Database. How to download ImageNet 1k? I went to ImageNet site and created & verified my account. Then there were several links. Which one to select?
Thanks!
gan databases
gan databases
asked yesterday
Nagabhushan S NNagabhushan S N
1547
asked yesterday
Nagabhushan S NNagabhushan S N
1547
asked yesterday
Nagabhushan S NNagabhushan S N
1547
asked yesterday
Nagabhushan S NNagabhushan S N
1547
asked yesterday
Nagabhushan S NNagabhushan S N
1547
1547
add a comment |
add a comment |
1 Answer
1
active
oldest
votes
$begingroup$
The ImageNet dataset consists of more than 14M images, divided into approximately 22k different labels/classes. However the ImageNet challenge is conducted on just 1k high-level categories (probably because 22k is just too much).
ImageNet Stats
When people mention results on the ImageNet, they almost always mean the 1k labels (if some paper uses the original 22k labels, they would surly mention it). So basically ImageNet=ImageNet-1k.
Regarding downloading the dataset. Since you are downloading ImageNet for your personal usage (GAN training) and not to participate in one of the challenges, it doesn't really matter, so just download the latest dataset labeled "Download links to ILSVRC2017 image data".
answered yesterday
Mark.FMark.F
9611418
$endgroup$
add a comment |
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%2f47458%2fwhat-is-the-difference-between-imagenet-and-imagenet1k-how-to-download-it%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
$begingroup$
The ImageNet dataset consists of more than 14M images, divided into approximately 22k different labels/classes. However the ImageNet challenge is conducted on just 1k high-level categories (probably because 22k is just too much).
ImageNet Stats
When people mention results on the ImageNet, they almost always mean the 1k labels (if some paper uses the original 22k labels, they would surly mention it). So basically ImageNet=ImageNet-1k.
Regarding downloading the dataset. Since you are downloading ImageNet for your personal usage (GAN training) and not to participate in one of the challenges, it doesn't really matter, so just download the latest dataset labeled "Download links to ILSVRC2017 image data".
answered yesterday
Mark.FMark.F
9611418
$endgroup$
add a comment |
$begingroup$
The ImageNet dataset consists of more than 14M images, divided into approximately 22k different labels/classes. However the ImageNet challenge is conducted on just 1k high-level categories (probably because 22k is just too much).
ImageNet Stats
When people mention results on the ImageNet, they almost always mean the 1k labels (if some paper uses the original 22k labels, they would surly mention it). So basically ImageNet=ImageNet-1k.
Regarding downloading the dataset. Since you are downloading ImageNet for your personal usage (GAN training) and not to participate in one of the challenges, it doesn't really matter, so just download the latest dataset labeled "Download links to ILSVRC2017 image data".
answered yesterday
Mark.FMark.F
9611418
$endgroup$
add a comment |
$begingroup$
The ImageNet dataset consists of more than 14M images, divided into approximately 22k different labels/classes. However the ImageNet challenge is conducted on just 1k high-level categories (probably because 22k is just too much).
ImageNet Stats
When people mention results on the ImageNet, they almost always mean the 1k labels (if some paper uses the original 22k labels, they would surly mention it). So basically ImageNet=ImageNet-1k.
Regarding downloading the dataset. Since you are downloading ImageNet for your personal usage (GAN training) and not to participate in one of the challenges, it doesn't really matter, so just download the latest dataset labeled "Download links to ILSVRC2017 image data".
answered yesterday
Mark.FMark.F
9611418
$endgroup$
The ImageNet dataset consists of more than 14M images, divided into approximately 22k different labels/classes. However the ImageNet challenge is conducted on just 1k high-level categories (probably because 22k is just too much).
ImageNet Stats
When people mention results on the ImageNet, they almost always mean the 1k labels (if some paper uses the original 22k labels, they would surly mention it). So basically ImageNet=ImageNet-1k.
Regarding downloading the dataset. Since you are downloading ImageNet for your personal usage (GAN training) and not to participate in one of the challenges, it doesn't really matter, so just download the latest dataset labeled "Download links to ILSVRC2017 image data".
answered yesterday
Mark.FMark.F
9611418
answered yesterday
Mark.FMark.F
9611418
answered yesterday
Mark.FMark.F
9611418
answered yesterday
Mark.FMark.F
9611418
9611418
add a comment |
add a comment |
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%2f47458%2fwhat-is-the-difference-between-imagenet-and-imagenet1k-how-to-download-it%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
