Update README.md

README.md

@@ -1,3 +1,34 @@
 ---
 license: apache-2.0
+tags:
+- en
+- image classification
+- computer vision
+- image recognition
+model-index:
+- name: ohbugger2k by flobbit
+  results:
+  - task:
+      name: insect image classification
+      type: image-classification
+    metrics:
+    - name: accuracy
+      type: acc
+      num_train_epochs: 7
+      learning_rate: 0.002
+      value: 46.0
 ---
+    
+# Oh! Bugger! 2k
+
+## Model description
+
+The model is used to classify insect images into one of the 2000 species/classes. `resnet18` was used for training.
+
+## Intended uses & limitations
+The model was trained on 130133 insect images spread over 2000 species with a minimum of 25 pics in a class. Some classes were trained on too few images. The training pics were not screened for quality. For example, giving the model a picture of a human finger will most likely return an insect species that had finger in a training pic. Or a pic of a bug on the siding of a house will likely return that type of match.
+There are likely other biases in the training data.
+
+## Training and evaluation data
+
+The images used in training were scrapped from the internet.