I used Intel's license-plate-recognition, person-vehicle-bike detection, vehicle-attributes-recognition, and vehicle-license-plate-detecction models. However, there is no local model.
I want to create a local image database and study with Intel Caffe.
I am going to learn with Intel Caffe based on GPU-less Xeon Processor.
Where can I get a prototxt file for learning and testing of the supplied model to use the intel inferencing engine's capabilities as a whole?
The pre-trained model's "trained" prototxt files are not available currently but there is future discussion on possibly exposing these. Currently, the "deployment" prototxt files are included in the latest OpenVINO package for the pre-trained models. Let me know if you have any further questions.
Another option that you have is to replace the input layer in the prototxt files provided in the OpenVINO package for a particular model to accept the data from your training dataset, add/replace output layer to layers with a loss function, and define local learning rates and introduce weight initialization.
Of course, I can do a variation of deployment prototxt, but train and test prototxt will be a bit different from the intel optimized model.
I want to achieve performance equal to or better than the optimization performance offered by the intel samples.
So I want to be helped by intel VNO team.