Applying this technique to detection problem (training on the COCO detection dataset)?

[edwardnguyen1705]

trafficstars

Dear @han-cai ,

Thanks for sharing your excellent work. I am just curious about how we can apply this technique to detection problem (training on the COCO detection dataset)? Appreciate your time.

[darrenzhang1007]

I also want to know eagerly. Thanks

[hangxu124]

hi @edwardnguyen1705 @DarrenmondZhang ,I'd like to know if you have some trials in detection tasks.. I‘m now trying to do something use ofa in detection..

[edwardnguyen1705]

@hangxu124 I have not tried this so far. Hope having time to try it later.

[hangxu124]

@hangxu124 I have not tried this so far. Hope having time to try it later.

ok, I'm now working on it. Training it from scratch on imagenet, finetune supernet in detection then finetune the subnet

[slimwangyue]

@hangxu124 I have not tried this so far. Hope having time to try it later.

ok, I'm now working on it. Training it from scratch on imagenet, finetune supernet in detection then finetune the subnet

May I ask how is your training going?

[Darshcg]

Hi @edwardnguyen1705 @hangxu124,

Did you try Implementing OFA for Detection? I also wanted to do the same, needed Guidance.

Thanks

[timatom]

I would also like to see how Han's lab produced object detection, as this will help further research in embedded ML.

I've recently seen Han's lab share person detection and face/mask detection demonstrations a few months ago.

@han-cai, if there are any recommendations you have in reproducing these results, it would be greatly appreciated. Your lab's work is very impressive.

[Jon-drugstore]

Dear @han-cai ,

Thanks for sharing your excellent work. I am just curious about how we can apply this technique to detection problem (training on the COCO detection dataset)? Appreciate your time.

Did you try Implementing OFA for Detection? Thanks

[Xingxu1996]

mark，I want to apply it to detection, too. Fix detection head and find a backbone through once-for-all?