Update README.md

README.md

@@ -52,5 +52,14 @@ For each of the ten journals of interest in Princeton's digital collections (DPU
 - [Зрелища](https://figgy.princeton.edu/concern/scanned_resources/1af8b322-a0b1-46af-8541-5c3054af8098/manifest?manifest=https://figgy.princeton.edu/concern/scanned_resources/1af8b322-a0b1-46af-8541-5c3054af8098/manifest)
 
 
-    
+## Model 
+
+Using [makesense.ai](https://www.makesense.ai/) and a custom active learning application called ["Mayakovsky"](https://github.com/CDH-ITMO-Periodicals-Project/mayakovsky) we generated training data to add the new labels to a [YOLOv5 model](https://docs.ultralytics.com/tutorials/train-custom-datasets/).
+
+## Dataset 
+
+With the trained and fine-tuned model, we generated predictions for each of the images in the collection. The dataset contains an entry for each image with the following fields: 
+- filename, the 
+
+
 'filename', 'dpul', 'journal', 'year', 'issue', 'uri', 'yolo', 'yolo_predictions', 'text', 'images_meta'