Update README.md

README.md

@@ -30,6 +30,14 @@ This model is intended to demonstrate my ability to solve a complex problem usin
 
 Dataset Source: https://www.kaggle.com/datasets/ssarkar445/handwriting-recognitionocr
 
+_Character Length for Training Dataset:_
+
+![Input Character Length for Training Dataset](https://github.com/DunnBC22/Vision_Audio_and_Multimodal_Projects/raw/main/Optical%20Character%20Recognition%20(OCR)/Handwriting%20Recognition/Images/Input%20Character%20Length%20Distribution%20for%20Training%20Dataset.png)
+
+_Character Length for Evaluation Dataset:_
+
+![Input Character Length for Evaluation Dataset](https://github.com/DunnBC22/Vision_Audio_and_Multimodal_Projects/raw/main/Optical%20Character%20Recognition%20(OCR)/Handwriting%20Recognition/Images/Input%20Characgter%20Length%20Distribution%20for%20Evaluation%20Dataset.png)
+
 ## Training procedure
 
 ### Training hyperparameters
@@ -51,7 +59,6 @@ The following hyperparameters were used during training:
 | 0.2521        | 2.0   | 5000 | 0.2767          | 0.0483 |
 | 0.1049        | 3.0   | 7500 | 0.2470          | 0.0360 |
 
-
 ### Framework versions
 
 - Transformers 4.26.0