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


  
 
 
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Scrooge2029
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Join Date: Dec 2020
Old 01-04-2021 , 06:18   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


https://github.com/AlucardNosferatu/.../Forward%40CPP

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:
load_model("Test/Test.ini")
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Attached Files
File Type: zip Test.zip (6.34 MB, 134 views)

Last edited by Scrooge2029; 01-04-2021 at 06:31. Reason: Revision
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