Demo?

[Zireael07]

I'm not sure how to use this otherwise?

Does it have depthwise convolution? How would I add a new layer type if it doesn't?

[TrevorBlythe]

No depthwise conv but I can just add it I didn't know that was a thing.

On Sun, Aug 13, 2023, 5:10 AM Zireael07 @.***> wrote:

I'm not sure how to use this otherwise?

Does it have depthwise convolution? How would I add a new layer type if it doesn't?

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[photopea]

I have never heard of the depthwise convolution either. It should be easy to implement. But are you sure this library (running on a single CPU thread) will be sufficient for your AI needs?

[Zireael07]

Depthwise convolution is what MobileNet uses. I do not know the details.

(You claim that this is faster than the other js libraries and comparable with tensorflow js, in the README)

[photopea]

Yes, it should be faster, but we dont have this type of convolution in UNN.js. Does it work well in Tensorflow.js in your case?

[Zireael07]

Yes

[TrevorBlythe]

So is depthwise conv just a conv over a single specific depth ignoring others? I dont understand

On Sun, Aug 13, 2023, 9:07 AM Zireael07 @.***> wrote:

Yes

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[Zireael07]

I think yes, Googling throws up some scientific papers on the topic