Update sample figure of annotations

README.md

@@ -137,9 +137,9 @@ This dataset has 4 subsets:
 Segmentation was completed by adapting the elytra length and width annotations to generate the xy point input for the [Segment Anything (SAM)]() model. [Segment Anything (SAM)]() was then used to segment the individual beetles. More information and the code for this process is provided in the [Imageomics/2018-NEON-beetles-processing repo](https://github.com/Imageomics/2018-NEON-beetles-processing).
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-|![picture of beetles in A00000046094, an image in the group images subset](https://huggingface.co/datasets/imageomics/BeetlePalooza/resolve/main/group_images/A00000046094.jpg)| 
+|![Figure 1, picture of beetles in A00000046094, an image in the group images subset](https://huggingface.co/datasets/imageomics/BeetlePalooza/resolve/main/group_images/A00000046094.jpg)| 
 |:--|
-|Image of _Carabus goryi_ beetles from sample A00000046094. This image is part of the `group_images` subset.|
+|**Figure 1.** Image of _Carabus goryi_ beetles from sample A00000046094. This image is part of the `group_images` subset.|
 
 
 ### Data Fields
@@ -195,9 +195,9 @@ Segmentation was completed by adapting the elytra length and width annotations t
   - `subset`: label given to this subset of the full image dataset (as selected in the viewer): `separate segmented splits`.
 
 
-|![Figure 1](https://huggingface.co/datasets/imageomics/BeetlePalooza/resolve/main/beetles.png)|
+|![Figure 2 example image of the annotations overlayed on the images](https://huggingface.co/datasets/imageomics/BeetlePalooza/resolve/main/beetles.png)|
 |:--|
-|**Figure 1.** Sample image of beetles with green and purple lines to indicate the measurement used for the elytra length and width, respectively. The red line marks the pixels for 1cm.|
+|**Figure 2.** Sample image of beetles with green and purple lines to indicate the measurement used for the elytra length and width, respectively. The red line marks the pixels for 1cm.|
 
 
 ### Data Splits
@@ -254,7 +254,7 @@ Annotations (elytra length and width) were completed in Notes from Nature by Isa
 #### Annotation process
 <!-- This section describes the annotation process such as annotation tools used, the amount of data annotated, annotation guidelines provided to the annotators, interannotator statistics, annotation validation, etc. -->
 
-The images were downsized to 1MB (preserving aspect ratio) for annotation in [Notes from Nature](https://www.zooniverse.org/organizations/md68135/notes-from-nature). Overall, 234 images were annotated by all three annotators and 1 was annotated by just two. Beetles were indicated as not lying flat if they tended to one or the other side, as this can result in a smaller width measurement than expected. See the [sample image](https://huggingface.co/datasets/imageomics/BeetlePalooza/blob/main/beetles.png) (also in Figure 1) for indicators of length and width, as well as the centimeter mark in pixels on the scalebar.
+The images were downsized to 1MB (preserving aspect ratio) for annotation in [Notes from Nature](https://www.zooniverse.org/organizations/md68135/notes-from-nature). Overall, 234 images were annotated by all three annotators and 1 was annotated by just two. Beetles were indicated as not lying flat if they tended to one or the other side, as this can result in a smaller width measurement than expected. See the [sample image](https://huggingface.co/datasets/imageomics/BeetlePalooza/blob/main/beetles.png) (also in Figure 2) for indicators of length and width, as well as the centimeter mark in pixels on the scalebar.
 
 #### Who are the annotators?
 <!-- This section describes the people or systems who created the annotations. -->