Project

c++ programs for object detection and image segmentation using the OpenCV dnn module. Example programs use MobileNet, YOLO-tiny, and MaskRCNN neural networks trained on the COCO dataset.

Dependencies

• OpenCV with the modules dnn, highgui, and imgproc installed
• Configuration and model weight files (in resources folder)
• C++17 compiler

Build Examples

From the github source with cmake

git clone https://github.com/whalenpt/OpenCVObjectDetect.git
cd OpenCVObjectDetect
cmake -S . -B build
cd build
cmake --build . -j4

Executables are named:

• mobilenet_image
• yolo_image
• maskrcnn_image

License

• This project is licensed under the MIT License - see the LICENSE file for details.
• OpenCV has the License.
• TensorFlow has the License.

Contact

Patrick Whalen - whalenpt@gmail.com