imageLabelCrop

Load image, crop and return a tensor with an image and a corresponding label. Internal function to be called by image generator function.

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

imageLabelCrop function

<dl><dt>data</dt>
<dd>a list with the first element being an image file path, the next four elements being the bounding box coordinates and the last element a label</dd>
<dt>classes</dt>
<dd>list of classes</dd>
<dt>height</dt>
<dd>the height the cropped image will be resized to.</dd>
<dt>width</dt>
<dd>the width the cropped image will be resized to.</dd>
<dt>standardize</dt>
<dd>standardize the image, TRUE or FALSE.</dd></dl>

Arguments

Load image, crop and return a tensor with an image and a corresponding label. — imageLabelCrop

<dl>

<dt>data</dt>
<dd>a list with the first element being an image file path, the next four elements being the bounding box coordinates and the last element a label</dd>


<dt>classes</dt>
<dd>list of classes</dd>


<dt>height</dt>
<dd>the height the cropped image will be resized to.</dd>


<dt>width</dt>
<dd>the width the cropped image will be resized to.</dd>


<dt>standardize</dt>
<dd>standardize the image, TRUE or FALSE.</dd>

</dl>

imageLabelCrop: Load image, crop and return a tensor with an image and a corresponding label.

Description

Usage

Value

Arguments