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A lot of the groundwork's already been done from the OpenCV side. OpenCV has a dnn[1] module that can import models from other frameworks like Caffe, TF and Da
by lovelearning 9y ago
A lot of the groundwork's already been done from the OpenCV side.
OpenCV has a dnn[1] module that can import models from other frameworks like Caffe, TF and DarkNet (YOLO's native framework) into OpenCV's own DNN object model, and run inference on them. Both Yolo and R-CNN families have been implemented as examples[2].
What's missing is that OpenCV does not abstract all these behind a single object detection interface if that's what the LiveCV side expects. So such a plugin would have to define such an interface itself and provide an adapter per model.
[1]: https://github.com/opencv/opencv/tree/master/modules/dnn/src https://github.com/opencv/opencv/tree/master/modules/dnn/src
[2]: https://github.com/opencv/opencv/tree/master/samples/dnn https://github.com/opencv/opencv/tree/master/samples/dnn