Merge pull request #415 from Living-with-machines/non-geospatial_readme

Update non-geospatial README.md

worked_examples/non-geospatial/README.md

@@ -1,23 +1,11 @@
 # MapReader and non-geospatial images
 
-## Worked Examples
+### Worked Examples
 
-- [classification_plant_phenotype](./classification_plant_phenotype)
-  * **Goal:** train/fine-tune PyTorch CV classifiers on plant patches in images (plant phenotyping example).
-  * **Dataset:** Example images taken from the openly accessible `CVPPP2014_LSV_training_data` dataset available from https://www.plant-phenotyping.org/datasets-download.
-  * **Data access:** locally stored
-  * **Annotations** are done on plant patches (i.e., slices of each plant image).
-  * **Classifier:** train/fine-tuned PyTorch CV models.
-
-  * 
-- [classification_mnist](./classification_mnist)
-  * **Goal:** train/fine-tune PyTorch CV classifiers on MNIST.
-  * **Dataset:** Example images taken from http://yann.lecun.com/exdb/mnist/.
-  * **Data access:** locally stored
-  * **Annotations** are done on whole MNIST images, **not** on patches/slices of those images.
-  * **Classifier:** train/fine-tuned PyTorch CV models.
+| Worked Example Name | Task Type | Input Type | Link to Input Data | Brief Description of What Notebook Does | Output Type | Created By | Model | Paper |
+| ------------- | ------------- | ------------- | ------------- | ------------- | ------------- | ------------- | ------------- | ------------- | 
+| classification_plant_phenotype | Patch Classification | Plant Images | https://www.plant-phenotyping.org/datasets-download | Fine-tune PyTorch CV classifiers on plant patches in images  | MapReader patch classifications in csv format | Evangeline Corcoran, Kasra Hosseini  | TBC  | TBC | 
+| classification_mnist  | Image Classification | MNIST  | http://yann.lecun.com/exdb/mnist/ | train/fine-tune PyTorch CV classifiers on MNIST | MapReader whole image classifications in csv format  | Kasra Hosseini  | None  | (no paper)  | 
 
-| Task Name  | Input Type | Link to Input Data | Brief Description of What Notebook Does | Output Type | Created By | Annotations | Model |
-| ------------- | ------------- | ------------- | ------------- | ------------- | ------------- | ------------- | ------------- |
-| Content Cell  | Content Cell  | Content Cell  | Content Cell  | Content Cell  | Content Cell  | Content Cell  | Content Cell  |
-| Content Cell  | Content Cell  | Content Cell  | Content Cell  | Content Cell  | Content Cell  | Content Cell  | Content Cell  |
+#### How can I contribute a worked example?
+Open a ["Documentation Update"](https://github.com/Living-with-machines/MapReader/issues/new?assignees=&labels=documentation&projects=&template=documentation_update.md&title=) ticket and pitch your contribution to the team!