Learn R Programming

CropDetectR (version 0.0.1)

Crop Row Detector

Description

A helpful tool for the identification of crop rows. Methods of this package include: Excess Green color scale , Otsu Thresholding , and Morphology .

Copy Link

Version

Install

install.packages('CropDetectR')

Monthly Downloads

17

Version

0.0.1

License

GPL-3

Maintainer

Nicolaas VanSteenbergen

Last Published

September 20th, 2019

Functions in CropDetectR (0.0.1)

blobify

Denoise a black and white image to only core features
make_bw

Changes a grayscale image to black and white
crop_lines

Find crop lines of an image
make_ExG

Converts a color image into a grayscale image using ExG methodology.
best_rotation

Find the best rotated image for crop row detection
rotations

Rotates an image by x degrees
localMaxima

Finds local maxima of a vector
smoothing

Smooth the average of binary picture column values
crop_row_finder

Maps out the crop rows of the image (of a maize field)
localMinima

Finds local minima of a vector