What is the difference between ImageNet and ImageNet1k? How to download it?What are the advantages and disadvantages of SQL versus NoSQL in data science?is there big difference between data Science , big Data and database?What is the purpose of the discriminator in an adversarial autoencoder?What are “VGG54” and “VGG22” derived from the VGG19 CNN?Could someone explain to me how back-prop is done for the generator in a GAN?How can both generator and discriminator losses decrease?How to train the generator in a recurrent GAN (Keras)What is the ideal database that allows fast cosine distance?What is the difference between TextGAN and LM for text generation?How can I enrich train data in case of cnn using target and time features
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What is the difference between ImageNet and ImageNet1k? How to download it?
What are the advantages and disadvantages of SQL versus NoSQL in data science?is there big difference between data Science , big Data and database?What is the purpose of the discriminator in an adversarial autoencoder?What are “VGG54” and “VGG22” derived from the VGG19 CNN?Could someone explain to me how back-prop is done for the generator in a GAN?How can both generator and discriminator losses decrease?How to train the generator in a recurrent GAN (Keras)What is the ideal database that allows fast cosine distance?What is the difference between TextGAN and LM for text generation?How can I enrich train data in case of cnn using target and time features
$begingroup$
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 2 days ago
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 2 days ago
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 2 days ago
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 2 days ago
Nagabhushan S NNagabhushan S N
1547
asked 2 days ago
Nagabhushan S NNagabhushan S N
1547
asked 2 days ago
Nagabhushan S NNagabhushan S N
1547
asked 2 days ago
Nagabhushan S NNagabhushan S N
1547
asked 2 days ago
Nagabhushan S NNagabhushan S N
1547
1547
add a comment |
add a comment |
1 Answer
1
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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 2 days ago
Mark.FMark.F
9611418
$endgroup$
add a comment |
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1 Answer
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$begingroup$
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 2 days ago
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 2 days ago
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 2 days ago
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 2 days ago
Mark.FMark.F
9611418
answered 2 days ago
Mark.FMark.F
9611418
answered 2 days ago
Mark.FMark.F
9611418
answered 2 days ago
Mark.FMark.F
9611418
9611418
add a comment |
add a comment |
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