Page 212 - AI for Good-Innovate for Impact Final Report 2024
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AI for Good-Innovate for Impact



                      •    Note: This requires robust, accurate sensors and reliable wireless data transmission to a
                           central system.
                      •    REQ-02: It is critical that the collected data should be visualized on user-friendly
                           dashboards and accessible through smartphone applications and web browsers.
                      •    Note: The system should provide intuitive and actionable insights to the farmers to aid in
                           decision-making.
                      •    REQ-03: It is critical to develop and implement predictive models using the collected
                           data to forecast soil and weather conditions specific to local farms.
                      •    Note: The models should continuously improve through machine learning techniques
                           and feedback from actual conditions.
                      •    REQ-04: It is critical to aggregate data from multiple farms to support policymaking, best
                           farming practices, and resource distribution plans.
                      •    Note: Ensure data privacy and security while enabling data sharing for broader agricultural
                           benefits.


                      49�4� Sequence diagram























                      49�5� References

                      [1] Next-Gen tinyML Smart Weather Station Challenge 2024, https:// challenge .aiforgood .itu
                      .int/ match/ matchitem/ 91.
                      [2] Next-Gen tinyML Smart Weather Station Challenge 2024 Report, https:// github .com/ ITU
                      -AI -ML -in -5G -Challenge/ ITU -2024 -GenStorm -Submission -Next -Gen -TinyML -Smart -Weather
                      -Station/ blob/ main/ Next -Gen -TinyML -Smart -Weather -Station -GenStorm -Report .pdf.


























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