Table of Contents

1 Background

DeepLens is a stand-alone camera with specialized ML support.

2 Image Classification

There are several pre-trained models for DeepLens. The goal of this project will be to provide a new trained model for used with DeepLens.

https://authors.library.caltech.edu/7694/1/CNS-TR-2007-001.pdf

We introduce a challenging set of 256 object categories containing a total of 30607 images

3 Workflow

  • create notebook
  • define containers
  • get caltech-256
  • define the network for training

3.1 Network

{
        "type": "ResNet",
        "hyperparameters": {

        }
}

Author: Jason Walsh

Created: 2020-07-31 Fri 10:15

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