Figure 1:
Data preprocessing ROI extraction by cropping. ROI, region of interest.
Figure 2:
Color conversion from RGB to gray scale. RGB, red, green, blue.
Figure 3:
Binary inversion of the image in gray scale.
Figure 4:
Vegetation cover detected in the image.
Figure 5:
Serverless system architecture for vegetation detection system.
Figure 6:
S3 bucket event triggering Lambda function for monitoring.
Figure 7:
Snapshot of S3 bucket used as a data lake.
Figure 8:
Image uploaded in the S3 bucket.
Figure 9:
CloudWatchLogs: Severity color detected by algorithm as blue.
Figure 10:
Power grid corridor marked as blue on the web dashboard.