Merge branch 'dev' of https://github.com/Project-AgML/AgML into public-dev

Author: amogh7joshi

README.md

@@ -137,6 +137,7 @@ You're now ready to use AgML for training your own models!
 [riseholme_strawberry_classification_2021](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/riseholme_strawberry_classification_2021.md) | Image Classification | 3520 |
 [ghai_broccoli_detection](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/ghai_broccoli_detection.md) | Object Detection | 500 |
 [bean_synthetic_earlygrowth_aerial](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/bean_synthetic_earlygrowth_aerial.md) | Semantic Segmentation | 2500 |
+[ghai_strawberry_fruit_detection](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/ghai_strawberry_fruit_detection.md) | Object Detection | 500 |
 
 ## Usage Information
 
@@ -167,4 +168,4 @@ a bug or feature that you would like to see implemented, please don't hesitate t
 See the [contributing guidelines](/CONTRIBUTING.md) for more information.
 
 ## Funding
-This project is partly funded by the [National AI Institute for Food Systems (AIFS)](https://aifs.ucdavis.edu
+This project is partly funded by the [National AI Institute for Food Systems (AIFS)](https://aifs.ucdavis.ed

agml/_assets/public_datasources.json

@@ -1257,6 +1257,18 @@
         "annotation_format": "coco_json",
         "n_images": "500",
         "docs_url": "https://github.com/AxisAg/GHAIDatasets/blob/main/datasets/strawberry.md",
-        "external_image_sources": []
+        "external_image_sources": [],
+        "stats": {
+            "mean": [
+                0.49159616231918335,
+                0.5238277316093445,
+                0.4485996663570404
+            ],
+            "std": [
+                0.18163496255874634,
+                0.16137710213661194,
+                0.18042609095573425
+            ]
+        }
     }
 }

agml/_assets/shape_info.pickle

@@ -0,0 +1,23 @@
+
+# `ghai_strawberry_fruit_detection`
+
+## Dataset Metadata
+
+| Metadata | Value |
+| --- | --- |
+| **Classes** | Bud, Calyx, Detached Fruit, Flower, Large green, Leaf, Ripe fruit, Small Green, Stem, Unripe fruit |
+| **Machine Learning Task** | object_detection |
+| **Agricultural Task** | crop_detection |
+| **Location** | United States, North America |
+| **Sensor Modality** | RGB |
+| **Real or Synthetic** | real |
+| **Platform** | handheld/ground |
+| **Input Data Format** | JPG |
+| **Annotation Format** | coco_json |
+| **Number of Images** | 500 |
+| **Documentation** | https://github.com/AxisAg/GHAIDatasets/blob/main/datasets/strawberry.md |
+
+
+## Examples
+
+![Example Images for ghai_strawberry_fruit_detection](https://github.com/Project-AgML/AgML/blob/main/docs/sample_images/ghai_strawberry_fruit_detection_examples.png)