[D] Are there any end-to-end full body pose estimation systems that can be fine tuned?

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  • openpose

    OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

  • This is a good pose detection repo: https://github.com/CMU-Perceptual-Computing-Lab/openpose.

  • detectron2

    Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

  • However, if you are just looking to train a classification model, you might be better off starting from a detection/classification model pre-trained on ImageNet or COCO. There are a bunch in this model zoo here: https://github.com/facebookresearch/detectron2/blob/master/MODEL_ZOO.md

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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