The emotions-recognition-retail-0003 network can be used for emotion recognition. This model can be used to align faces for use with face recognition.
The provided Makefile does the following
- Downloads the IR files from the Open Model Zoo
- Takes an image and runs an inference on the emotions-recognition-retail-0003 model.
The sample can also be used to crop images and write them to file.
- name: “data” , shape: [1x3x64x64] - An input image in [1xCxHxW] format. Expected color order is BGR.
- name: “prob_emotion”, shape: [1, 5, 1, 1] - Softmax output across five emotions (‘neutral’, ‘happy’, ‘sad’, ‘surprise’, ‘anger’).
Provided Makefile describes various targets that help with the above mentioned tasks.
Runs a sample application with the network.
Shows makefile possible targets and brief descriptions.
Makes the follow items: deps, data.
Uses the network description and the trained weights files to generate an IR (intermediate representation) format file. This file is later loaded on the Neural Compute Stick where the inferences on the network can be executed.
Checks required packages that aren’t installed as part of the OpenVINO installation.
Uninstalls requirements that were installed by the sample program.
Removes all the temporary and target files that are created by the Makefile.