Module: ANN Forward Utilities (Deep Learning & AI Related)

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Module: ANN Forward Utilities (Deep Learning & AI Related)

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Description:
Artificial Neural Network, or ANN for short, is a sort of models used by supervised algorithm called Deep Learning, which is being used to classify or predict the label of given data, this module implemented parts of ANN forwarding utilities.

Weights Format:
XML (exported from PyTorch (trained) weights by layers.

Implemented Layer Types:
Batch Normalization
Dense (Full Connection)
Convolution
Flattern
Pooling
Softmax

This module is still under construction, now the loading function has been tested (see the attached png). I used a INI (in the attached zip file) to make loading more convenient, what's more, a pretrained Model for recognizing Hand Gestures based on sEMG was used in test.
Files in Test.zip should be placed in addons/amxmodx/data/models/Test/, which corresponds to what was wrote in the SMA script:

Code: Select all

load_model("Test/Test.ini")
Attachments
Test.zip
(6.34 MiB) Downloaded 1 time
ann.png
ann.png (13.28 KiB) Viewed 12 times
ann.zip
(98.93 KiB) Downloaded 2 times

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