re-trained model cannot get the IS score as the thesis provides

[lovelychao]

hello， I retrained the model as your thesis say， but the best IS score I get is only 3.89， is there any trick in training the model？ or can you provide your model?

[MartinPernus]

Same problem here, following the instructions, the final inception score on CUB is only 4.00

EDIT: By evaluating many trained models, one of them achieved IS of 4.26. I would be grateful if anyone has tips/tricks for improving this.

[Kerry-zzx]

there is no pretrained model!

[WhereISmyroad]

Hello sir
I can train MirrorGAN by myself, but I need (image caption/text encoder) pretrained model( coco/CUB), too. The model （text encode/image caption）provided by K, I get 4.41 (batch size=12, batch num:3 , G&D LR:0.002)...
I just want to do a comparative experiment, Can anyone help me？

[YangShengLiQQ]

Hello sir
I can train MirrorGAN by myself, but I need (image caption/text encoder) pretrained model( coco/CUB), too. The model （text encode/image caption）provided by K, I get 4.41 (batch size=12, batch num:3 , G&D LR:0.002)...
I just want to do a comparative experiment, Can anyone help me？

Hello @WhereISmyroad
how did you get 4.41?
is your code of inception score from
https://github.com/hanzhanggit/StackGAN-inception-model ?

[WhereISmyroad]

Hello sir
I can train MirrorGAN by myself, but I need (image caption/text encoder) pretrained model( coco/CUB), too. The model （text encode/image caption）provided by K, I get 4.41 (batch size=12, batch num:3 , G&D LR:0.002)...
I just want to do a comparative experiment, Can anyone help me？

Hello @WhereISmyroad
how did you get 4.41?
is your code of inception score from
https://github.com/hanzhanggit/StackGAN-inception-model ?

Yes, you are the same problem?

[YangShengLiQQ]

@WhereISmyroad Yes, I only got 4.0 at epoch 250, and 3.7 at epoch 650.
I guess my code of inception score is wrong, because I use netG provided by author to generate about 29000 images. Then I
use the code to evaluate them, but the score I got is only 2.5
Did you use the config file provided by author?
How many epochs do you train?
Could you share your config file with me?
Thanks!

[WhereISmyroad]

@WhereISmyroad Yes, I only got 4.0 at epoch 250, and 3.7 at epoch 650.
I guess my code of inception score is wrong, because I use netG provided by author to generate about 29000 images. Then I
use the code to evaluate them, but the score I got is only 2.5
Did you use the config file provided by author?
How many epochs do you train?
Could you share your config file with me?
Thanks!

I use the config file provided by this project, epoch=600
How you get the pretrained model? Its author didn't provide it

[YangShengLiQQ]

@WhereISmyroad Yes, I only got 4.0 at epoch 250, and 3.7 at epoch 650.
I guess my code of inception score is wrong, because I use netG provided by author to generate about 29000 images. Then I
use the code to evaluate them, but the score I got is only 2.5
Did you use the config file provided by author?
How many epochs do you train?
Could you share your config file with me?
Thanks!

I use the config file provided by this project, epoch=600
How you get the pretrained model? Its author didn't provide it

The path of netG is \data\output\bird\Model, where the data is provided by author.
https://drive.google.com/file/d/1CuW5ognTSkNbyx9TWoUFrgwqxZNk1cl0/view
I don't know if it is pretrained model, because the score is only 2.5.

[WhereISmyroad]

@WhereISmyroad Yes, I only got 4.0 at epoch 250, and 3.7 at epoch 650.
I guess my code of inception score is wrong, because I use netG provided by author to generate about 29000 images. Then I
use the code to evaluate them, but the score I got is only 2.5
Did you use the config file provided by author?
How many epochs do you train?
Could you share your config file with me?
Thanks!

I use the config file provided by this project, epoch=600
How you get the pretrained model? Its author didn't provide it

The path of netG is \data\output\bird\Model, where the data is provided by author.
https://drive.google.com/file/d/1CuW5ognTSkNbyx9TWoUFrgwqxZNk1cl0/view
I don't know if it is pretrained model, because the score is only 2.5.

I am not testing it yet, but I thank there is no problem with the IS Score code
Do you have STREAM coco pretrained model? I train it by myself but get a bad score......