loadImageResizeCrop

Load a JPEG image and crop it to a bounding box. 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

loadImageResizeCrop function

<dl><dt>data</dt>
<dd>a list with the first element being a path to an image file and the next four arguments being the bounding box coordinates.</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, resize and crop an image and return an image tensor. — loadImageResizeCrop

<dl>

<dt>data</dt>
<dd>a list with the first element being a path to an image file and the next four arguments being the bounding box coordinates.</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>

loadImageResizeCrop: Load, resize and crop an image and return an image tensor.

Description

Usage

Value

Arguments