Global Wheat Head Detection (GWHD) for Tanzania Using AI and Machine Learning

Local Chapter Dar Es Salaam, Tanzania Chapter

Coordinated by Tanzania ,

Project background.

Located in North Africa, Algeria has sought to support agriculture because of its potential in this sector. Indeed, it has put in place several agricultural policies and the objective was to achieve food security by substituting local production for imported products. One of the most important goals is the development of modern and sustainable protected greenhouse cultivation in Algeria. Managing greenhouses by means of AI technologies allows growers to be more focused on their crops and provides control at their fingertips. Proposed by the University of Ain Temouchent, Algeria, this project aims to develop ML models for the management of intelligent greenhouses

Project plan.

  • Week 1

    Understanding the problem conducting research on best datasets and best AI approaches

  • Week 2

    Data collection and gathering

  • Week 3

    Data cleaning / preprocessingn/ labelling

  • Week 4

    Model building/ choosing the best

  • Week 5

    Application building / real deployment

  • Week 6

    Visualisation and publication

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