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Table 10 Comparison of YOLOv4 and YOLOv3 classification results on emergency response taxonomy using only the custom dataset

From: Automatic analysis of social media images to identify disaster type and infer appropriate emergency response

Disaster categories

No. of images classified on disaster taxonomy

YOLOv4

YOLOv3

Damage related information

38

500

Rescue, volunteering, or donation

46

690

Food and basic need supplies

0

5

Affected individuals (people)

0

11

Caution, warning, advice

0

0