imageAugmentationColor

Performs image augmentation on a image/label pair for training. Uses random brightness,contrast,saturation, and hue.

Functions required to classify subjects within camera trap field data. The package can handle both images and videos. The authors recommend a two-step approach using Microsoft's 'MegaDector' model and then a second model trained on the classes of interest.

Kyra Swanson

animl

A Collection of ML Tools for Conservation Research

Mathias Tobler

imageAugmentationColor function

<dl><dt>image</dt>
<dd>an image tensor.</dd>
<dt>label</dt>
<dd>a label tensor.</dd>
<dt>rng</dt>
<dd>a random number generator use to generate a random seed.</dd></dl>

Arguments

Perform image augmentation through random color adjustments on an image/label pair. — imageAugmentationColor

<dl>

<dt>image</dt>
<dd>an image tensor.</dd>


<dt>label</dt>
<dd>a label tensor.</dd>


<dt>rng</dt>
<dd>a random number generator use to generate a random seed.</dd>

</dl>

imageAugmentationColor: Perform image augmentation through random color adjustments on an image/label pair.

Description

Usage

Value

Arguments