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Pest Recognition and Cloud Monitoring in Aeroponic System

Pest Recognition and Cloud Monitoring in Aeroponic System

Ehtesham Khan, Talha Ahmed, M. Irfan Anis* and Syed Ahsan Rehman

High Performance Research Group, FEST, Iqra University Defence View, Karachi, Pakistan.

 
*Correspondence | M. Irfan Anis, High Performance Research Group, FEST, Iqra University Defence View, Karachi, Pakistan; Email: mirfananis@iqra.edu.pk 

Figure 1:

Automated smart farming testbed.

Figure 2:

Design and components of an aeroponic system for the propagation of spinach plants.

Figure 3:

Spinach growth in aeroponic.

Figure 4:

Collection of insect images prior to image classification process (open data base).

Figure 5:

Insects used in dataset (open data set).

Figure 6:

Dataset of different insects.

Figure 7:

Flow control of aeroponic system.

Figure 8:

Thing speak cloud interface for the proposed system.

Figure 9:

Accuracy and loss of VGG-19.

Pakistan Journal of Agricultural Research

December

Vol.36, Iss. 4, Pages 297-403

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