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Update README.md
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pamudu123 authored Sep 23, 2024
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Expand Up @@ -5,15 +5,15 @@ Detailed Explanation
![Medium Article](https://medium.com/@pamudu1111/automated-election-vote-counting-7b89900f7333)

### 1. Using ChatGPT Vision API to Process Ballot Papers
![Vision API](resources\LLM_proocessing.png)
![Vision API](resources/LLM_proocessing.png)

### 2. Process the Layout with OCR
![Layout Processing](resources\LayoutParse.png)
![Layout Processing LLM](resources\LayoutParseLLM.png)
![Layout Processing](resources/LayoutParse.png)
![Layout Processing LLM](resources/LayoutParseLLM.png)


### 3. Using Object Detection — YOLO
![YOLO vote detection](resources\Yolo_vote_extraction.png)
![YOLO vote detection](resources/Yolo_vote_extraction.png)

### 4. Vote Extraction Using Computer Vision

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Record the identified symbols and their positions in a dictionary.


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