MobileNetV1 (Deep Java Library 0.25.0 - model-zoo API)

java.lang.Object
- ai.djl.basicmodelzoo.cv.classification.MobileNetV1

```
public final class MobileNetV1
extends java.lang.Object
```
MobileNetV1 contains a generic implementation of Mobilenet adapted from https://github.com/weiaicunzai/pytorch-cifar100/blob/master/models/mobilenet.py (Original author weiaicunzai).
see https://arxiv.org/pdf/1704.04861.pdf for more information about MobileNet

Nested Class Summary

Nested Classes
Modifier and Type Class Description

static class MobileNetV1.Builder
The Builder to construct a MobileNetV1 object.

Method Summary

All Methods Static Methods Concrete Methods
Modifier and Type	Method	Description
`static MobileNetV1.Builder`	`builder()`	Creates a builder to build a `MobileNetV1`.
`static ai.djl.nn.Block`	`depthSeparableConv2d(int inputChannels, int outputChannels, int stride, MobileNetV1.Builder builder)`	Builds a `Block` that represent a depthWise-pointWise Unit used in the implementation of the MobileNet Model.
`static ai.djl.nn.Block`	`mobilenet(MobileNetV1.Builder builder)`	Creates a new `Block` of `MobileNetV1` with the arguments from the given `MobileNetV1.Builder`.

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

- Method Detail
  - depthSeparableConv2d
```
public static ai.djl.nn.Block depthSeparableConv2d(int inputChannels,
                                                   int outputChannels,
                                                   int stride,
                                                   MobileNetV1.Builder builder)
```
    Builds a Block that represent a depthWise-pointWise Unit used in the implementation of the MobileNet Model.
    
    Parameters:
    
    inputChannels - number of inputChannels, used for depthWise Kernel
    
    outputChannels - number of outputChannels, used for pointWise kernel
    
    stride - control the stride of depthWise Kernel
    
    builder - add the builder to obtain batchNormMomentum
    
    Returns:
    
    a Block that represent a depthWise-pointWise Unit
  - mobilenet
```
public static ai.djl.nn.Block mobilenet(MobileNetV1.Builder builder)
```
    Creates a new Block of MobileNetV1 with the arguments from the given MobileNetV1.Builder.
    
    Parameters:
    
    builder - the MobileNetV1.Builder with the necessary arguments
    
    Returns:
    
    a Block that represents the required MobileNet model
  - builder
```
public static MobileNetV1.Builder builder()
```
    Creates a builder to build a MobileNetV1.
    
    Returns:
    
    a new builder