A computer vision toolkit focused in color detection and feature matching using OpenCV. It allows you to easily start the picamera in case you're using a Raspberry PI.
Project description
About
A computer vision toolkit focused in color detection and feature matching using OpenCV.
It allows you to easily start the picamera in case you're using a Raspberry PI.
Some of the stuff you can currently do
- Color recon
- Find HSV colorspace for a specific color
- Find bounding boxes given a HSV colorspace
- Feature matching
- Draw matches
- Find bounding boxes
- Picamera
- Easily start the picamera
- Tools
- Draw boxes
- Draw boxes' offset from the center of the frame
- Stack frames in a grid
Dependencies
Dependency | Installation |
---|---|
numpy | pip install numpy (required by OpenCV and used to work with images) |
opencv | Refer to the official installation guide (tested with version 4.5.2) |
picamera | Installed by default in Raspberry PI OS (required if working with picamera) |
Instalation
pip install cv-recon
Usage
See examples in the examples folder or test it directly form source. From source cd cv_recon/recon/
once in this folder you can run:
Command | Description | Preview |
---|---|---|
python colorspace.py |
Target a single color and generate its settings | TODO |
python colorspace.py <path to log file> |
Load settings to detect a single color | TODO |
python features.py <path to an image> |
Perform feature detection against the given image | TODO |
Examples
- TODO
Documentation
- TODO
Project details
Release history Release notifications | RSS feed
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Source Distribution
cv-recon-0.0.4.tar.gz
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