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OpenPose Model to CoreML convert

  1. OpenPoseモデル用意
$ git clone https://github.com/CMU-Perceptual-Computing-Lab/openpose.git
$ bash openpose/models/getModels.sh
  1. 必要なモジュールインストール
$ pip install coremltools
  1. Edit pose_deploy_linevec.prototxt

edit input_dim of pose_deploy_linevec.prototxt.
368(height)x656(width) = multiple of 16.

input: "image"
input_dim: 1
input_dim: 3
input_dim: 368 # This value will be defined at runtime
input_dim: 656 # This value will be defined at runtime
  1. OpenPoseモデル変換
$ python coreml_conv_body25.py