Veggie Freshness Check App.

Project Code :TCMAAN159

Objective

The objective of the project is to check freshness of vegetables through our Android application and display the results to the users and avoid unseen circumstances like food poisoning and unhealthy vegetables consumption. The vegetables kept at room temperature undergo rapid bacterial growth and chemical changes in them. Consuming unhealthy vegetables can cause several foodborne diseases which may harm our health.

Abstract

The Vegetables Freshness tracking system based on the machine learning model is an integrated monitoring and management information system, which consists of Image Processing technology, Machine learning and as well as other practical high-tech techniques. The Vegetables we consume provides nourishment and gives energy to our body which helps us to perform our day-to-day activities. A healthy and fresh vegetables is the most important way to keep our body healthy and energetic. 

The vegetables kept at room temperature undergo rapid bacterial growth and chemical changes in them. Consuming unhealthy vegetables can cause several foodborne diseases which may harm our health. This Image processing and Machine learning based Android application aims to detect the freshness of vegetables and tells whether can eat it or bin it. An Android application is developed to display the results about freshness of vegetables using the mobile camera.

Keywords: Fresh Leaf Detection, Android, Quality Check.

NOTE: Without the concern of our team, please don't submit to the college. This Abstract varies based on student requirements.

Block Diagram

Specifications

SOFTWARE SPECIFICATIONS

  • Operating System: Windows and Android
  • SDK IDE: Android Studio 3.3
  • Virtual Emulator: Nexus Pixel 2
  • Programming Language: Java
  • Front End: Xml
  • Server scripting Language: PHP
  • Database: MySQL

HARDWARE SPECIFICATIONS

  • CPU type: Intel i7
  • Ram size: 16 GB
  • Hard disk capacity:1TB
  • Monitor type: 15 Inch color monitor
  • Keyboard type: Internet keyboard
  • Mobile: Android

Learning Outcomes

  • About Android Studio.
  • About activities.
  • About Layouts.
  • About XML code.
  • Storing Images.
  • Various type of Image Views.
  • About Views like Recycler view and List view.
  • About Adapters.
  • About HTTP requests.
  • About Volley Library.
  • About Capturing Images.
  • About Processing captured Images.
  • About Image processing techniques.
  • About Machine Learning Models.
  •  Project Development Skills:
    • Problem analyzing skills.
    • Problem solving skills.
    • Creativity and imaginary skills.
    • Programming skills.
    • Deployment.
    • Testing skills.
    • Debugging skills.
    • Project presentation skills.
    • Thesis writing skills.

Demo Video

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