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Pose Estimation Using Associative Embedding Technique

Content Type: Product Information & Documentation   |   Article ID: 000093621   |   Last Reviewed: 11/14/2023

Description

Unable to group the detected points from heatmaps to individual human poses using Associative Embeddings layer.

Resolution

The human-pose-estimation-0007 model and Human Pose Estimation Python* Demo utilized the Associative Embedding technique. However, to build it from scratch, it is necessary to design a custom Deep Learning architecture and implement and train the neural network.

Refer to this research paper for end-to-end learning for joint detection and grouping.

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