Binding to object in dictionary value

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WPF

I have a dictionary of key Guid and a network class value, and I wish to bind the ItemsControl Items to the Network classes inside the Dictionary

Here is the xaml I have.

<ItemsControl ItemsSource="{Binding NetworkList}" x:Name="iclItems" Grid.Column="1" Grid.Row="1">
            <ItemsControl.ItemTemplate>
                <DataTemplate>
                    <Grid removed="Orange" Width="250" Height="250" Margin="20">
                        
                    </Grid>
                </DataTemplate>
            </ItemsControl.ItemTemplate>
            <ItemsControl.ItemsPanel>
                <ItemsPanelTemplate>
                    <WrapGrid Orientation="Horizontal" />
                </ItemsPanelTemplate>
            </ItemsControl.ItemsPanel>
        </ItemsControl>

And here is the code behind that adds just a Network to the dictionary

private Dictionary<Guid, Network> mdictNetworkList;
public Dictionary<Guid, Network> NetworkList
{
    get { return mdictNetworkList; }
    set { mdictNetworkList = value; }
}
public MainPage()
{
    this.InitializeComponent();

    mdictNetworkList = new Dictionary<Guid, Network>();
    Network objNetwork = new Network();
    mdictNetworkList.Add(objNetwork.ID, objNetwork);
}

I'm not getting any items being added. Any ideas why? I'm sorry if this has been asked before, but I couldn't find an answer to my problem that worked.