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@@ -63,18 +63,16 @@ This model is intended to demonstrate my ability to solve a complex problem usin
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  ## Training and evaluation data
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- <div>
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  <a href="https://www.kaggle.com/datasets/sartajbhuvaji/brain-tumor-classification-mri" span="">
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  Brain Tumor Image Classification Dataset
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  </a>
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- </div>
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  Sample Images
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  ![Sample Images](https://github.com/DunnBC22/Vision_Audio_and_Multimodal_Projects/raw/main/Computer%20Vision/Image%20Classification/Multiclass%20Classification/Brain%20Tumors%20Image%20Classification%20Comparison/Images/Sample%20Images.png)
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-
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- ##Class Distribution
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  <em>Training Dataset</em>
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  ![Evaluation Dataset](https://github.com/DunnBC22/Vision_Audio_and_Multimodal_Projects/raw/main/Computer%20Vision/Image%20Classification/Multiclass%20Classification/Brain%20Tumors%20Image%20Classification%20Comparison/Images/Class%20Distribution%20-%20Testing%20Dataset.png)
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  ## Training procedure
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  ### Training hyperparameters
 
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  ## Training and evaluation data
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+ <div style="align: center">
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  <a href="https://www.kaggle.com/datasets/sartajbhuvaji/brain-tumor-classification-mri" span="">
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  Brain Tumor Image Classification Dataset
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  </a>
 
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  Sample Images
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  ![Sample Images](https://github.com/DunnBC22/Vision_Audio_and_Multimodal_Projects/raw/main/Computer%20Vision/Image%20Classification/Multiclass%20Classification/Brain%20Tumors%20Image%20Classification%20Comparison/Images/Sample%20Images.png)
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+ <strong>Class Distribution</strong>
 
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  <em>Training Dataset</em>
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  ![Evaluation Dataset](https://github.com/DunnBC22/Vision_Audio_and_Multimodal_Projects/raw/main/Computer%20Vision/Image%20Classification/Multiclass%20Classification/Brain%20Tumors%20Image%20Classification%20Comparison/Images/Class%20Distribution%20-%20Testing%20Dataset.png)
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+ </div>
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+
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  ## Training procedure
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  ### Training hyperparameters