Custom Model Training for DeepLens using Caltech-256 Dataset
Table of Contents
Background
DeepLens is a stand-alone camera with specialized ML support.
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
Workflow
- create notebook
- define containers
- get caltech-256
- define the network for training
Network
{
"type": "ResNet",
"hyperparameters": {
}
}