Shypd.aiThe largest open index of AI toolsposenet-python is an Open Source tool that provides a Python port of Google's TensorFlow.js PoseNet model for real-time human pose estimation. It offers a pure Python implementation for multi-pose estimation, with optimized performance for faster processing.
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posenet-python is an open-source project offering a pure Python implementation of Google's TensorFlow.js PoseNet model, designed for real-time human pose estimation. This port focuses on multi-pose detection and includes significant performance optimizations over a literal translation of the original JavaScript code, achieving throughputs of 90-110fps on a GTX 1080+ with its 'fast' post-processing. It supports various MobileNet models and provides demo applications for image processing, performance benchmarking, and webcam integration. Developers can easily install it within a Python 3.x environment with TensorFlow, making it accessible for integrating real-time pose estimation into their projects.
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