Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

System diagrams #84

Open
wants to merge 1 commit into
base: main
Choose a base branch
from
Open

System diagrams #84

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
43 changes: 43 additions & 0 deletions documentation/MulticlassDiagram.drawio.xml
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,43 @@
<mxfile host="app.diagrams.net" modified="2023-07-21T17:30:40.528Z" agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:109.0) Gecko/20100101 Firefox/115.0" etag="s6TzS1-_iFkwWGHkGIY9" version="21.6.5">
<diagram name="Page-1" id="-w-RGW3C-Wi5RQnP-DNP">
<mxGraphModel dx="2140" dy="538" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0">
<root>
<mxCell id="0" />
<mxCell id="1" parent="0" />
<mxCell id="WWt6G-lWlpgVYgTc2d6v-19" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" edge="1" parent="1" source="WWt6G-lWlpgVYgTc2d6v-9" target="WWt6G-lWlpgVYgTc2d6v-10">
<mxGeometry relative="1" as="geometry" />
</mxCell>
<mxCell id="WWt6G-lWlpgVYgTc2d6v-9" value="&lt;div&gt;&lt;b&gt;Data Processing&lt;/b&gt;&lt;/div&gt;&lt;div&gt;Run training data through&lt;/div&gt;&lt;div&gt;&amp;nbsp;PyHa to produce a .csv of 500k strong labels, each 5s long&lt;br&gt;&lt;/div&gt;" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
<mxGeometry x="160" y="40" width="170" height="120" as="geometry" />
</mxCell>
<mxCell id="WWt6G-lWlpgVYgTc2d6v-22" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0.5;entryY=0;entryDx=0;entryDy=0;" edge="1" parent="1" source="WWt6G-lWlpgVYgTc2d6v-10" target="WWt6G-lWlpgVYgTc2d6v-15">
<mxGeometry relative="1" as="geometry" />
</mxCell>
<mxCell id="WWt6G-lWlpgVYgTc2d6v-10" value="&lt;div&gt;&lt;b&gt;Train Classifier&lt;br&gt;&lt;/b&gt;&lt;/div&gt;&lt;div&gt;Train chosen model using&amp;nbsp;&lt;/div&gt;&lt;div&gt;the strongly labeled data to produce a multi-label classifier&lt;br&gt;&lt;/div&gt;" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
<mxGeometry x="360" y="40" width="170" height="120" as="geometry" />
</mxCell>
<mxCell id="WWt6G-lWlpgVYgTc2d6v-21" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="WWt6G-lWlpgVYgTc2d6v-12" target="WWt6G-lWlpgVYgTc2d6v-15">
<mxGeometry relative="1" as="geometry" />
</mxCell>
<mxCell id="WWt6G-lWlpgVYgTc2d6v-12" value="&lt;div&gt;&lt;b&gt;Testing Data&lt;br&gt;&lt;/b&gt;&lt;/div&gt;&lt;div&gt;&amp;nbsp;Strongly-labeled, manually created dataset for hour-long soundscapes containing&amp;nbsp;&lt;/div&gt;&lt;div&gt;132 species&lt;/div&gt;" style="ellipse;whiteSpace=wrap;html=1;" vertex="1" parent="1">
<mxGeometry x="160" y="200" width="170" height="120" as="geometry" />
</mxCell>
<mxCell id="WWt6G-lWlpgVYgTc2d6v-18" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" edge="1" parent="1" source="WWt6G-lWlpgVYgTc2d6v-13" target="WWt6G-lWlpgVYgTc2d6v-9">
<mxGeometry relative="1" as="geometry" />
</mxCell>
<mxCell id="WWt6G-lWlpgVYgTc2d6v-13" value="&lt;div&gt;&lt;b&gt;Training Data&lt;br&gt;&lt;/b&gt;&lt;/div&gt;&lt;div&gt;&amp;nbsp;Weakly-labeled bird calls &lt;br&gt;&lt;/div&gt;&lt;div&gt;of 132 species from open source/contribution&amp;nbsp;&lt;/div&gt;&lt;div&gt;database&lt;br&gt;&lt;/div&gt;" style="ellipse;whiteSpace=wrap;html=1;" vertex="1" parent="1">
<mxGeometry x="-40" y="40" width="170" height="120" as="geometry" />
</mxCell>
<mxCell id="WWt6G-lWlpgVYgTc2d6v-23" value="" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;" edge="1" parent="1" source="WWt6G-lWlpgVYgTc2d6v-15" target="WWt6G-lWlpgVYgTc2d6v-17">
<mxGeometry relative="1" as="geometry" />
</mxCell>
<mxCell id="WWt6G-lWlpgVYgTc2d6v-15" value="&lt;div&gt;&lt;b&gt;Test Classifier&lt;br&gt;&lt;/b&gt;&lt;/div&gt;&lt;div&gt;Run testing data through classifier to make predictions on probability of each species&lt;br&gt;&lt;/div&gt;" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
<mxGeometry x="360" y="200" width="170" height="120" as="geometry" />
</mxCell>
<mxCell id="WWt6G-lWlpgVYgTc2d6v-17" value="&lt;b&gt;Evaluation&lt;/b&gt;&lt;br&gt;&lt;div&gt;Compare manual and automated annotations using PyHa to determine similarity&lt;br&gt;&lt;/div&gt;" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
<mxGeometry x="560" y="200" width="170" height="120" as="geometry" />
</mxCell>
</root>
</mxGraphModel>
</diagram>
</mxfile>
Binary file added documentation/MulticlassDiagram.png
View file
Open in desktop
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.