Update READ.ME

README.md

@@ -0,0 +1,41 @@
+---
+# For reference on model card metadata, see the spec: https://github.com/huggingface/hub-docs/blob/main/modelcard.md?plain=1
+# Doc / guide: https://huggingface.co/docs/hub/model-cards
+{}
+---
+
+# Model Card for mrob937/2024-24679-image-autogluon-predictor 
+
+### Model Description
+
+
+This is an AutoGluon Tabular AutoML implementation on a tabular dataset recording images of playing cards where the target variables indicate whether or not the card is a face or number card.  
+
+- **Model developed by:** Myles Robinson
+- **Model type:** AutoGluon MultiModalPredictor
+
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+- **Dataset:** aedupuga/cards-image-dataset
+
+
+### Direct Use
+- This model was intended to practice automl implementation on an image dataset
+
+## Bias, Risks, and Limitations
+- Small data size.
+- Personal preference of the dataset creator in classification.
+
+## Training Data:
+
+The model was trained on the augmented split of the "aedupuga/cards-image-dataset" dataset. The data includes images of playing cards where the target variable indicates whether the given card is a face card or not.
+
+## Evaluation Data:
+
+The model achieved an accuracy of 1.00 and a weighted F1 score of 1.00 on the original dataset.
+
+## Model Card Contact
+
+Myles Robinson (Carnegie Mellon Univerity)- mylesr@andrew.cmu.edu