Efficientnet trained with noisystudent

[marcelklehr]

Is your feature request related to a problem? Please describe.
NoisyStudent is a training method that achieves better results.

Describe the solution you'd like
It would be cool if you could also offer NoisyStudent variants of EfficientNet

[ntedgi]

thanks, @marcelklehr for open this issue

try follow this repo https://github.com/ntedgi/efficientnet-tensorflowjs-binaries

it contains node-efficientnet tensor flow model there is a simple example on how to transfer tf-model
after you finish transfer you can load it here in the same model

[marcelklehr]

Would you be willing to accept a PR that adds NoisyStudent checkpoints?

[ntedgi]

Definitely and if you need help I would be happy to help

[ntedgi]

Before you start modifying the code base try to load your model with this example

‘const path = require("path");
const {
EfficientNetCheckPointFactory,
EfficientNetCheckPoint
} = require("node-efficientnet");

const model = await EfficientNetCheckPointFactory.create(
EfficientNetCheckPoint.B7,
{
localModelRootDirectory: path.join(__dirname, "local_model")
}
);

const path2image = "...";

const topResults = 5;

const result = await model.inference(path2image, {
topK: topResults,
locale: "zh"
});’

[yashraj4]

Hi @ntedgi , I’d like to work on this issue.

My plan is to integrate the official NoisyStudent checkpoints for EfficientNet (from TensorFlow Hub), convert them into TF.js format, and add them to the repo alongside existing EfficientNet models. I’ll also extend the EfficientNetCheckPointFactory to support the new variants and update the docs with usage examples.

Could you please assign this issue to me?