sailfish009/leaf-image-segmentation

Leaf Image Segmentation

Leaf Image Segmentation

Objective

• Implement a technique that can segment(extract) leaf from an image containing leaf

Resources

• Inspired by the paper: Automatic Leaf Extraction from Outdoor Images

Usage

• python3 segment.py

Command structure

usage: segment [-h] [-m MARKER_INTENSITY] [-f {no,flood,threshold,morph}] [-s]
               [-d DESTINATION]
               image_source

positional arguments:
  image_source          A path of image filename or folder containing images

optional arguments:
  -h, --help            show this help message and exit
  -m MARKER_INTENSITY, --marker_intensity MARKER_INTENSITY
                        Output image will be as black background and
                        foreground with integer value specified here
  -f {no,flood,threshold,morph}, --fill {no,flood,threshold,morph}
                        Change hole filling technique for holes appearing in
                        segmented output
  -s, --smooth          Output image with smooth edges
  -d DESTINATION, --destination DESTINATION
                        Destination directory for output image. If not
                        specified destination directory will be input image
                        directory

Examples:

Command used: python3 segment.py 'some file or folder'

Input Images

Output Images