does the TFLite model allow batching? about birdnet-analyzer HOT 4 CLOSED

Batching is possible, please have a look at our code, to see how we resize the input according to the batch size.

from birdnet-analyzer.

I can't tell how the input is shaped from that code. I've tried all of these shapes and none are valid:
[1, 2,144000]
[2,1,144000]
[2,144000]
[1, 144000, 2]

the only shape that works is [1,144000]

from birdnet-analyzer.

You have to resize the input tensor to your batchsize using resize_tensor_input have a look at the documentation and our code.

from birdnet-analyzer.

Thank you, I have it working now. As a PyTorch user, it didn't occur to me that I would need to modify the model before passing batched samples.

from birdnet-analyzer.