Convert caffe realtimePose model to Intel Inference Engine

convertmodels.txt

#Note you can do all this from SageMaker if you wish. 

# Convert Caffe Model
- First install https://software.intel.com/en-us/inference-engine-devguide
- Follow the instructions to install caffe (requires building from source)
- Download Original Models from https://github.com/CMU-Perceptual-Computing-Lab/openpose/blob/master/models/getModels.sh

For best performance use the MPI_faster version and set the resolution to 184x184.

pose_deploy_linevec_faster_4_stages.prototxt
input: "image"
input_dim: 1
input_dim: 3
input_dim: 184 # Edit this Line to set resolution
input_dim: 184 # Edit this Line to set resolution


Run this Command to convert the caffe model.  
LD_LIBRARY_PATH=./ ./ModelOptimizer -o {path to output} -w {path to caffe weight} -d {path to caffe deploy} -i -b 1 -p FP32