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Advanced Sensing in Image Processing and IoT
book

Advanced Sensing in Image Processing and IoT

by Rashmi Gupta, Arun Kumar Rana, Sachin Dhawan, Korhan Cengiz
March 2022
Intermediate to advanced content levelIntermediate to advanced
380 pages
11h 18m
English
CRC Press
Content preview from Advanced Sensing in Image Processing and IoT

17 Application of Image Processing in Plant Leaf Disease Detection

DOI: 10.1201/9781003221333-17

Bhavana Nerkar

Contents

17.1 Introduction

17.2 Contributions in the Field of Leaf Disease Detection

17.3 Leaf Disease Detection Using Convolutional Neural Networks

17.4 Results and Observations

17.5 Conclusion

References

17.1 Introduction

Image processing for leaf disease detection has been an optimum choice for researchers due to the following advantages [1]:

  • It is a contactless system, which ensures that the yield is not tampered with during the evaluation process.
  • Processing of the leaf is possible from infinite angles, so any kind of leaf image defect can be evaluated.
  • Due to innovations in imaging and classification techniques, the ...
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Publisher Resources

ISBN: 9781000543056