From 3df5d6544e9ad679c905ef8f7eb208f9a93d89dd Mon Sep 17 00:00:00 2001 From: Pamudu Date: Sat, 28 Sep 2024 12:36:18 +0530 Subject: [PATCH] readme update --- README.md | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index f3c00f1..fedc604 100644 --- a/README.md +++ b/README.md @@ -1,11 +1,11 @@ # Automated Election Vote Counting -Detailed Explanation of Vote Counting Methods +**Detailed Explanation of Vote Counting Methods** [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) OpenAI Vision API analyzes images of ballot papers, interprets the votes, and returns structured data. @@ -25,16 +25,18 @@ OpenAI Vision API analyzes images of ballot papers, interprets the votes, and re Layout extraction technique followed by a rule-based/LLM approach to process and extract the details from the structured OCR text. ### 3. Using Object Detection — YOLO -![YOLO vote detection](resources\Yolo_vote_extraction.png) +![YOLO vote detection](resources/Yolo_vote_extraction.png) YOLO object detection model to extract details from the ballot paper. ### 4. Vote Extraction Using Computer Vision -![CV vote detection](resources\CV_method.png) +![CV vote detection](resources/CV_method.png) Pure computer vision-based method, using edge detection, contour detection, kernel processing, and template matching. +--- --- UNDER CONSTRUCTION --- +

Feel free to try this and come up with your own methods for automating vote counting.

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I’d love to hear your new ideas!. Feel free to reach out if you have any questions.