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

code for generating data set ES-ImageNet with corresponding training code

Real-time ground filtering algorithm of cloud points acquired using Terrestrial Laser Scanner (TLS)

Qcover is an open source effort to help exploring combinatorial optimization problems in Noisy Intermediate-scale Quantum(NISQ) processor.

Weakly Supervised Dense Event Captioning in Videos, i.e. generating multiple sentence descriptions for a video in a weakly-supervised manner.

Retrieve and analysis data from SDSS (Sloan Digital Sky Survey)

3D Multi-Person Pose Estimation by Integrating Top-Down and Bottom-Up Networks

Visual Memorability for Robotic Interestingness via Unsupervised Online Learning (ECCV 2020 Oral and TRO)

The official repository for our paper "The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization".

Software & Hardware to do multi color printing with Sharpies

PyTorch evaluation code for Delving Deep into the Generalization of Vision Transformers under Distribution Shifts.

AdaFocus (ICCV 2021) Adaptive Focus for Efficient Video Recognition

Code for NeurIPS 2021 paper "Curriculum Offline Imitation Learning"

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Predicting a person's gender based on their weight and height

Simple image captioning model - CLIP prefix captioning.

A library for low-memory inferencing in PyTorch.

Scikit-event-correlation - Event Correlation and Forecasting over High Dimensional Streaming Sensor Data algorithms

[ICCV 2021] HRegNet: A Hierarchical Network for Large-scale Outdoor LiDAR Point Cloud Registration

Pyramid Scene Parsing Network, CVPR2017.

TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification