Insightface: EfficientNet based pretrained models
I don't have access to huge gpu machines ... can anyone train the ms1m model on EfficientNet.
https://github.com/lukemelas/EfficientNet-PyTorch
EfficientNet-B1 gives the same accuracy on Imagenet as Resnet152 with 10 times less computation power. Worth a try !
dexception
All 8 comments
@nttstar Do you have any plans to implement this ?
dexception
on 10 Jun 2019
@nttstar
Can you this implementation of EfficientNet ? This is in Mxnet.
dexception
on 18 Jun 2019
...
dexception
on 1 Jul 2019
@nttstar
Can you this implementation of EfficientNet ? This is in Mxnet.
@dexception
Have you used this efficientnet yet, how is the performance?
carman95
on 16 Jul 2019
EfficientNet-B0 is about 5 times faster than Resnet50 and at the same time more accurate than Resnet50.
deimsdeutsch
on 18 Jul 2019
You can try it, with modifications for face 112x112 input. And I will probably provide some new network backbones in a couple of days.
nttstar
on 18 Jul 2019
@nttstar That'd be great... waiting for them to see if the accuracy could go even higher for MegaFace.
Neltherion
on 18 Jul 2019
@nttstar
Any updates ?
dexception
on 14 Aug 2019
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Most helpful comment
You can try it, with modifications for face 112x112 input. And I will probably provide some new network backbones in a couple of days.