model.md

Neural Network Architectures and Parameters

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1. defaultCNN

   • Model Type: Simple Custom CNN
   • Number of Parameters: 275,650

2. customCNN1

   • Model Type: Advanced Custom CNN
   • Number of Parameters: 1,248,210

3. mobilenetv3_nn("small")

   • Model Type: MobileNetV3 Small
   • Number of Parameters: 1,504,032

4. mobilenetv3_nn("large")

   • Model Type: MobileNetV3 Large
   • Number of Parameters: 4,230,560

5. convnext_nn("tiny")

   • Model Type: ConvNeXt Tiny
   • Number of Parameters: 28,566,972

6. convnext_nn("base")

   • Model Type: ConvNeXt Base
   • Number of Parameters: 88,591,046

7. effnetv2_nn

   • Model Type: EfficientNetV2S
   • Number of Parameters: 21,549,212

8. SmallerVGGNet

   • Model Type: Original PCL soundDetection (Clinging) system neural net.