extract_miew_embeddings

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

extract_miew_embeddings function

<dl><dt>miew_model</dt>
<dd>loaded miewid model</dd>
<dt>manifest</dt>
<dd>list of files</dd>
<dt>file_col</dt>
<dd>column name containing file paths</dd>
<dt>batch_size</dt>
<dd>batch size for generator</dd>
<dt>num_workers</dt>
<dd>number of workers for generator</dd>
<dt>device</dt>
<dd>device to run model on</dd></dl>

Arguments

Extract Embeddings from MiewID — extract_miew_embeddings

<dl>

<dt>miew_model</dt>
<dd>loaded miewid model</dd>


<dt>manifest</dt>
<dd>list of files</dd>


<dt>file_col</dt>
<dd>column name containing file paths</dd>


<dt>batch_size</dt>
<dd>batch size for generator</dd>


<dt>num_workers</dt>
<dd>number of workers for generator</dd>


<dt>device</dt>
<dd>device to run model on</dd>

</dl>

extract_miew_embeddings: Extract Embeddings from MiewID

Description

Usage

Value

Arguments

Examples