🖊 Handwritten English Numeral Recognition System

A handwritten ✍ English numeral recognition system will recognize the handwritten numerals. The area of this project is digital image processing and Machine Learning🎇.

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Requirements 🛠

• Python 3.8 🐍
  • Matplotlib.pyplot📉
  • tensorflow🔆
  • numpy 🔢
  • Keras 〰
  • cv2
  • PIL
• Jupiter Notebook 📝
• Android Studio

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📌 Purpose of project

• Using this Machine Learning project, people will able to understand the numerical values also in the worst condition.
• We will able to detect 🔍 numerical digit using camera 📸 and can find hidden and erased value of the target part.
• This will be the fast process to get the correct prediction about any kind of numerical values processed by Machine 🧠.

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Completed Task

• Client Line
  • 1 - Digit Recognization ✅
  • 2 - Digit Recognization ✅
  • Multi - Digit Recognization ✅
• GUI
  • Android Application 🔆
  • Website ❌

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Working on Android Application For this project.

GUI application

Uses API to recognize numbers

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Results

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🥨Team Members

📍 Akshay Kumar Kushwaha

📍 Sayak Das

📍 Prachi Agarwal

📍 Aniket Mittal

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🎈 Hello 👋 contributers and visitors! Your welcome to contribute and suggest ideas for this project.

🙏 Thank You 🙏

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