Multi-person 3D human pose estimation model based on the Lightweight OpenPose and Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB papers.
[1x3x256x448]. An input image in the
[BxCxHxW] format, where:
Expected color order is BGR.
The net outputs three blobs with the following shapes:
[1, 57, 32, 56],
[1, 19, 32, 56], and
[1, 38, 32, 56]. The first blob contains coordinates in 3D space, the second blob contains keypoint heatmaps and the third blob is keypoint pairwise relations (part affinity fields).
You can download models and if necessary convert them into Inference Engine format using the Model Downloader and other automation tools as shown in the examples below.
An example of using the Model Downloader:
An example of using the Model Converter:
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