https://github.com/zivmax/si100b-2022fa-proj

This repository contains all of our team's project files of SI100B (Shanghaitech University)
https://github.com/zivmax/si100b-2022fa-proj

handwritten-digit-recognition image-processing knn-algorithm opencv raspberry-pi

Last synced: about 1 month ago
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This repository contains all of our team's project files of SI100B (Shanghaitech University)

• Host: GitHub
• URL: https://github.com/zivmax/si100b-2022fa-proj
• Owner: zivmax
• Created: 2022-11-29T10:11:02.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2024-04-27T05:27:39.000Z (about 2 years ago)
• Last Synced: 2024-07-13T03:39:19.016Z (almost 2 years ago)
• Topics: handwritten-digit-recognition, image-processing, knn-algorithm, opencv, raspberry-pi
• Language: Smarty
• Homepage:
• Size: 250 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Handwritten Number Recognition  

This project is SI100B(_Shanghaitech University_).

* * *

## Description of This Project

In this project, we will try to perform simple recognition of handwritten numbers.  

* Raspberry Pi will be our platform, on which we will complete operations such as color gamut conversion, segmentation, and denoising of digital images.  

* After that, we will complete the recognition of handwritten numbers based on the KNN algorithm.  

* In addition, we will build a digital tube display circuit to display the results, and a camera control circuit to control the shooting of the camera.

## Parts of the Project

* __Circuit__

    >

    > 1\. Circuit construction  

    >

    > 2\. Digital tube

    >

    > 3\. Camera control

    ![pic of circuit](https://gitee.com/zivmax/pics/raw/github/pic-of-circuit.jpg)

* __Python__

    >

    > 1\. OpenCV  

    >

    > 2\. KNN algorithm  

    >

    > 3\. Image Processing

    ![pic of knn](https://gitee.com/zivmax/pics/raw/github/pic-of-knn.jpg)

* __Raspberry Pi__

    >

    > 1\. Remote Control  

    >

    > 2\. GPIO  

    >

    > 3\. Pi Camera

    ![pic of Rasp_pi](https://gitee.com/zivmax/pics/raw/github/pic-of-Rasp_pi.jpg)

## the Hardwares We Used

![hardwares we used](https://gitee.com/zivmax/pics/raw/github/hardware-we-used.jpg)