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Building an AI-Powered Medicine Strip Analyzer using YOLO, EasyOCR, and the Gemini API
How-ToTools

Building an AI-Powered Medicine Strip Analyzer using YOLO, EasyOCR, and the Gemini API

via Dev.toSurjeet Singh18h ago

Have you ever struggled to read the tiny, faded text on a medicine strip? Or maybe you wanted to quickly know the side effects of a pill but found the medical jargon too complex? For the Build with Google Gemini API Challenge, I decided to solve this real-world problem. I built an AI pipeline that not only reads the text from a medicine strip but also understands it and provides a clean, easy-to-read summary of the medicine's uses, ingredients, and warnings. 🛠️ The Tech Stack YOLO (You Only Look Once): For detecting and cropping the exact location of the text on the medicine strip. EasyOCR: For extracting the raw text from the cropped image. Google Gemini API (gemini-2.5-flash): The brain of the operation. It takes the messy OCR output and structures it into meaningful medical information. Python: The glue holding it all together. 🚀 How It Works Step 1: Text Extraction (Vision) First, my system uses a camera to capture the medicine strip. YOLO identifies the text regions, and EasyOCR e

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