Skip to main content

Table 4 Data acquisition information

From: Yield estimation of high-density cotton fields using low-altitude UAV imaging and deep learning

Cotton field

Number of images collected

Methods for image collection

Applications

Yield acquisition method

Data set

1

20

Equidistant sampling method

Model training

Manually harvested and weighed

Data set 1

5

Five-point sampling method

Yield estimation

Harvested by a cotton harvester and weighed

Data set 2

2

5

Five-point sampling method

Yield estimation

Harvested by a cotton harvester and weighed

Data set 2

3

5

Five-point sampling method

Yield estimation

Harvested by a cotton harvester and weighed

Data set 2

4

5

Five-point sampling method

Yield estimation

Harvested by a cotton harvester and weighed

Data set 2