Human pose estimation from video plays a critical role in various applications such as quantifying physical exercises, sign language recognition, and full-body gesture control.

Last update: Jan 17, 2022

Overview

Pose Detection

Project Description:

Human pose estimation from video plays a critical role in various applications such as quantifying physical exercises, sign language recognition, and full-body gesture control.

Requirements:

Following modules need to be installed for it to work properly:

Mediapipe
Cv2

OpenCV:

OpenCV is a huge open-source library for computer vision, machine learning, and image processing. OpenCV supports a wide variety of programming languages like Python, C++, Java, etc. It can process images and videos to identify objects, faces, or even the handwriting of a human.

It can be installed using "pip install opencv-python"

Mediapipe:

MediaPipe is a framework for building multimodal (eg. video, audio, any time series data), cross platform (i.e Android, iOS, web, edge devices) applied ML pipelines.

It can be installed using "pip install mediapipe"

Contact Me:

Owner

Hassan Shahzad

I am a passionate Software Developer who is always aspiring to learn more. Practice makes perfect and I am always working on improving my skills and myself.

GitHub Repository

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Human pose estimation from video plays a critical role in various applications such as quantifying physical exercises, sign language recognition, and full-body gesture control.

Related tags

Overview

Pose Detection

Project Description:

Requirements:

OpenCV:

Mediapipe:

Contact Me:

Owner

Hassan Shahzad

这是一个yolo3-tf2的源码，可以用于训练自己的模型。

LabelImg is a graphical image annotation tool.

Official repo for SemanticGAN https://nv-tlabs.github.io/semanticGAN/

Sequence Modeling with Structured State Spaces

[SIGGRAPH Asia 2021] DeepVecFont: Synthesizing High-quality Vector Fonts via Dual-modality Learning.

Full Transformer Framework for Robust Point Cloud Registration with Deep Information Interaction

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Official PyTorch implementation of "VITON-HD: High-Resolution Virtual Try-On via Misalignment-Aware Normalization" (CVPR 2021)

Simple tools for logging and visualizing, loading and training

Pytorch implementation of Compressive Transformers, from Deepmind

Object Detection and Multi-Object Tracking

Monocular 3D pose estimation. OpenVINO. CPU inference or iGPU (OpenCL) inference.

In-place Parallel Super Scalar Samplesort (IPS⁴o)

Official code for "Stereo Waterdrop Removal with Row-wise Dilated Attention (IROS2021)"

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