ofxOpenCvDnnObjectDetection

Description

ofxOpenCvDnnObjectDetection is an addon for openframeworks(version.0.11.0).

I created this addon for beginers or learner who are going to try object detection with Yolo, SSD and R-CNN on OF. Latest oF includes opencv(version4) as a default opencv library, so you can run dnn object detection with ofxOpenCv.

Usage

See Examples for more details

single_image

Detection example for single image.

camera

Realtime Detection example for webcam video.

annotation

My annotation software to export a yolo format. It enables you to annotate image, video, camera. I'm preparing the manual to use it.... not yet.

Install and Run a single_image detection example.

1. Clone ofxOpenCvDnnObjectDetection to your of/addon directory

$ git clone https://github.com/TetsuakiBaba/ofxOpenCvDnnObjectDetection.git

Getting Started with Examples/single_image.

1. Download models

$ sh getWeights.sh

2. Open a project generator and import Example/single_image. Then click the update button.

3. Open the project with IDE and just run.

Sample result images

Compatibility

• only macOS ( tested on Catalina 10.15)
• oF version: 0.11.0

Licence

• Source Code: MIT
• Videos
  • Video by Pixabay from Pexels
  • Video by Pixabay from Pexels

Author

TetsuakiBaba

Reference

1. Model Zoo on OpenCV DNN Module README page: https://github.com/opencv/opencv/blob/master/samples/dnn/README.md
2. How to implement OpenCV Yolo on Openframeworks: https://qiita.com/buchayaty/items/4020100f531c07418f38