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Resources

Literature and Research Papers
 

The endeavour is to share academic papers, articles, and case studies.

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Development and implementation of a raspberry Pi-based IoT system for real-time performance monitoring of an instrumented tractor

https://www.sciencedirect.com/science/article/pii/S2772375524001357

 

Field-based multispecies weed and crop detection using ground robots and advanced YOLO models

https://www.sciencedirect.com/science/article/pii/S2772375524001436

 

Application of hyper-automation in farming – an analysis

https://www.sciencedirect.com/science/article/pii/S2772375524001217

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Semantic segmentation for plant leaf disease classification and damage detection: A deep learning approach

https://www.sciencedirect.com/science/article/pii/S277237552400131X

 

Predicting future adoption of early-stage innovations for smart farming

https://www.sciencedirect.com/science/article/pii/S2772375524001540

 

Machine learning-based smart irrigation controller

https://www.sciencedirect.com/science/article/pii/S2772375524001746

 

Development of autonomous navigation system based on neural network

https://www.sciencedirect.com/science/article/pii/S2772375524001771

 

Applications of satellite platforms and machine learning for mapping and monitoring grasslands 

https://www.sciencedirect.com/science/article/pii/S277237552400176X

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Courses and Learning Materials

Modern Hydroponic Certificate Course

https://www.udemy.com/course/modern-hydroponic-certificate-course

 

Hydroponic Course-Future Farms

https://www.udemy.com/course/future-farms-hydroponics-course/learn/lecture/30875932?start=0#overview

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Regression Models

https://www.coursera.org/learn/regression-models

Python Boot Camp

https://www.udemy.com/course/100-days-of-code/learn/lecture/17824302?start=0#overview

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