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How to change datasets?

Open alwayslj opened this issue 5 years ago • 5 comments

I wonder how to use other datasets for training Thanks!

alwayslj avatar Dec 23 '19 12:12 alwayslj

Hi 路一直都在,

You can split the dataset into binary labels. Example:

  • for CelebA you can make a has attribute label:

Image1 has_blue_eyes has_goatie round_face etc...

And make each attribute into a binary classification task.

If you can send me an example dataset structure I’ll help you with the loader.

Best, Gjorgji

Sent from my iPhone

On 23 Dec 2019, at 13:05, 路一直都在 [email protected] wrote:



I wonder how to use other datasets for training Thanks!

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gstrezoski avatar Dec 23 '19 17:12 gstrezoski

Hi 路一直都在, You can split the dataset into binary labels. Example: - for CelebA you can make a has attribute label: Image1 has_blue_eyes has_goatie round_face etc... And make each attribute into a binary classification task. If you can send me an example dataset structure I’ll help you with the loader. Best, Gjorgji Sent from my iPhone On 23 Dec 2019, at 13:05, 路一直都在 [email protected] wrote:  I wonder how to use other datasets for training Thanks! — You are receiving this because you are subscribed to this thread. Reply to this email directly, view it on GitHub<#1?email_source=notifications&email_token=AIYIUCNZR7XFRAX43TS57WLQ2CSRPA5CNFSM4J6TNFBKYY3PNVWWK3TUL52HS4DFUVEXG43VMWVGG33NNVSW45C7NFSM4ICKCWVA>, or unsubscribehttps://github.com/notifications/unsubscribe-auth/AIYIUCIQGVWPJNJE2Z2YDTLQ2CSRPANCNFSM4J6TNFBA.

Thanks for your reply!I wanna to construct a many-to-many multi-task learning net,using CIFAR100,vgg-flowers datasets,but don't know how to prepare datasets like CIFAR100

alwayslj avatar Dec 24 '19 01:12 alwayslj

I've noted what you want to do. I will push the CIFAR-100 and VGG-Flowers loaders over the next few days.

gstrezoski avatar Dec 27 '19 15:12 gstrezoski

Thanks!

alwayslj avatar Dec 28 '19 01:12 alwayslj

Hi Gjorgji, could you also push the loader for the UCSD Birds dataset? Thank you so much!

AnanthK1998 avatar Nov 29 '20 19:11 AnanthK1998