StructuredForests for Fast Edge Detection
Installation
This is a modification of Artanis' Python Implementation for Piotr's ICCV
Paper "Structured Forests for Fast Edge
Detection". It works with
Python 3 and can be installed with
pip install git+https://github.com/pesser/StructuredForests.git
Command line usage
You can then detect edges on an image using the edgedetect.py command:
> edgedetect.py -h
usage: edgedetect.py [-h] input output
positional arguments:
input Path to input image or directory.
output Path to output image or directory.
optional arguments:
-h, --help show this help message and exit
Library usage
To use it in your Python code do:
from sedges import SEdges
model = SEdges()
edges = model.predict(img)
img should be a float RGB image with shape (h, w, 3) and values in
[0, 1]. The returned edges has shape (h, w) and values in [0, 1]
indicating the presence of edges.