Update README.md

README.md

@@ -88,6 +88,7 @@ It organizes species into groups based on shared characteristics and genetic rel
   
 ###### <h4> IV. RGB image
 Original insect images from 16 most densly populated orders of the BIOSCAN-1M Insect dataset. 
+The numbers below each image identify the number of images in each class, and clearly illustrate the degree of class imbalance in the BIOSCAN-1M Insect dataset.
 
 <div align="center">
   <table>
@@ -99,10 +100,10 @@ Original insect images from 16 most densly populated orders of the BIOSCAN-1M In
       <td align="center" ><img src="images/Hemiptera.jpg" width="400px" height="400px" class="image"></td>
     </tr>
     <tr>
-      <td align="center">< strong>Diptera</strong></td>
-      <td align="center"><strong>Hymenoptera</strong></td> 
-      <td align="center"><strong>Coleoptera</strong></td>
-      <td align="center"><strong>Hemiptera</strong></td>
+      <td align="center"><strong>Diptera (896,234)</strong></td>
+      <td align="center"><strong>Hymenoptera (89,311)</strong></td> 
+      <td align="center"><strong>Coleoptera (47,328)</strong></td>
+      <td align="center"><strong>Hemiptera (46,970)</strong></td>
     </tr>
     <!-- Second Row -->
     <tr>
@@ -112,10 +113,10 @@ Original insect images from 16 most densly populated orders of the BIOSCAN-1M In
       <td align="center" ><img src="images/Trichoptera.jpg" width="400px" height="400px" class="image"></td>
     </tr>
     <tr>
-      <td align="center"><strong>Lepidoptera</strong></td>
-      <td align="center"><strong>Psocodea</strong></td>
-      <td align="center"><strong>Thysanoptera</strong></td>
-      <td align="center"><strong>Trichoptera</strong></td>
+      <td align="center"><strong>Lepidoptera (32,538)</strong></td>
+      <td align="center"><strong>Psocodea (9,635)</strong></td>
+      <td align="center"><strong>Thysanoptera (2,088)</strong></td>
+      <td align="center"><strong>Trichoptera (1,296)</strong></td>
     </tr>
     <!-- Third Row -->
     <tr>
@@ -125,10 +126,10 @@ Original insect images from 16 most densly populated orders of the BIOSCAN-1M In
       <td align="center" ><img src="images/Ephemeroptera.jpg" width="400px" height="400px" class="image"></td>
     </tr>
     <tr>
-      <td align="center"><strong>Orthoptera</strong></td>
-      <td align="center"><strong>Blattodea</strong></td>
-      <td align="center"><strong>Neuroptera</strong></td>
-      <td align="center"><strong>Ephemeroptera</strong></td>
+      <td align="center"><strong>Orthoptera (1,057)</strong></td>
+      <td align="center"><strong>Blattodea (824)</strong></td>
+      <td align="center"><strong>Neuroptera (676)</strong></td>
+      <td align="center"><strong>Ephemeroptera (96)</strong></td>
     </tr>
     <!-- Fourth Row -->
     <tr>
@@ -138,10 +139,10 @@ Original insect images from 16 most densly populated orders of the BIOSCAN-1M In
       <td align="center" ><img src="images/Embioptera.jpg" width="400px" height="400px" class="image"></td>
     </tr>
     <tr>
-      <td align="center"><strong>Dermaptera</strong></td>
-      <td align="center"><strong>Archaeognatha</strong></td>
-      <td align="center"><strong>Plecoptera</strong></td>
-      <td align="center"><strong>Embioptera</strong></td>
+      <td align="center"><strong>Dermaptera (66)</strong></td>
+      <td align="center"><strong>Archaeognatha (63)</strong></td>
+      <td align="center"><strong>Plecoptera (30)</strong></td>
+      <td align="center"><strong>Embioptera (6)</strong></td>
     </tr>
   </table>
 </div>