Fix visual link

README.md

@@ -38,10 +38,9 @@ With over 10 million images covering 454 thousand taxa in the tree of life, Tree
 
 <!--This dataset card aims to be a base template for new datasets. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/datasetcard_template.md?plain=1). And further altered to suit Imageomics Institute needs. -->
 
-
-|![treemap from phyla down to family](https://huggingface.co/datasets/imageomics/treeoflife-10m/resolve/main/phyla_ToL_tree.png)|
+|![treemap from phyla down to family](https://huggingface.co/datasets/imageomics/treeoflife-10m/resolve/main/visuals/phyla_ToL_tree.png)|
 |:--|
-|**Figure 1.** [Treemap from phyla down to family](https://huggingface.co/imageomics/treeoflife-10m/raw/main/phyla_ToL_tree.png) for TreeOfLife-10M. Interactive version available in `visuals` folder.|
+|**Figure 1.** Treemap from phyla down to family for TreeOfLife-10M. Interactive version available in [`visuals`](https://huggingface.co/datasets/imageomics/TreeOfLife-10M/tree/main/visuals) folder.|
 
 
 ### Supported Tasks and Leaderboards
@@ -116,7 +115,7 @@ This dataset is a collection of images with associated text. The text matched to
   - `inat21_cls_name`: `<Kingdom>_<Phylum>_<Class>_<Order>_<Family>_<Genus>_<species>` as labeled by iNaturalist.
   - `inat21_cls_num`: Number assigned by iNat21 to the given species (unique identifier for that species within iNat21 dataset).
   The remaining terms describe the _Linnaean taxonomy_ of the subject of the image; they are sourced as described in [Annotation Process, below](#annotation-process).
-  - `kingdom`: kingdom to which the subject of the image belongs (`Animalia`, `Plantae`, `Fungi`, `Chromista`, `Protozoa`, `Bacteria`, `Viridiplantae`, `Protista`, `Orthornavirae`, `Bamfordvirae`, `Archaea`, or `Shotokuvirae`). Note: this large number of kingdoms are considered in recognition of the fact that there is not agreement on merging them...
+  - `kingdom`: kingdom to which the subject of the image belongs (`Animalia`, `Plantae`, `Fungi`, `Chromista`, `Protozoa`, `Bacteria`, `Viridiplantae`, `Protista`, `Orthornavirae`, `Bamfordvirae`, `Archaea`, or `Shotokuvirae`). Note: this large number of kingdoms are considered in recognition of the fact that there is not agreement on merging them.
   - `phylum`: phylum to which the subject of the image belongs.
   - `class`: class to which the subject of the image belongs.
   - `order`: order to which the subject of the image belongs.