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elvislee119's Projects

fitness_trainer_app icon fitness_trainer_app

An AI-Driven fitness mobile application that provides real-time feedback. Works on the Meidapipe Pose Estimation Model and Tensorflow Pose Classification Models. The main Functionality of the application is to provide correct real-time feedback to the user about the Correct Posture for more than 7 exercises and Yoga Poses and also keep a Repetition

fitting_human_smpl_model icon fitting_human_smpl_model

Estimating human pose and shape by fitting SMPL model with the dense points position and key points position

gymlytics icon gymlytics

Visual Analytics of different exercises for humans 🏋️

hand_detection icon hand_detection

using Neural Networks (SSD) on Tensorflow. This repo documents steps and scripts used to train a hand detector using Tensorflow (Object Detection API). As with any DNN based task, the most expensive (and riskiest) part of the process has to do with finding or creating the right (annotated) dataset. I was interested mainly in detecting hands on a t

human-activity-recognition icon human-activity-recognition

Classifying the physical activities performed by a user based on accelerometer and gyroscope sensor data collected by a smartphone in the user’s pocket. The activities to be classified are: Standing, Sitting, Stairsup, StairsDown, Walking and Cycling.

human-pose-detection icon human-pose-detection

Implementation and quantitative analysis of different classifier on top of pose data from separate model.

imu-filter-test icon imu-filter-test

STM32F103C8T6 (Black Pill) ~ MPU6050 & MPU9250 with Kalman, Complementary, Mahony, Madgwick Filter

imusim icon imusim

IMUSim - see http://www.imusim.org/

invensense-imu icon invensense-imu

Arduino and CMake library for communicating with the InvenSense MPU-6500, MPU-9250 and MPU-9255 nine-axis IMUs.

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

learning icon learning

The easy way to use Machine Learning Kit in Flutter.

madgwick_py icon madgwick_py

A Python implementation of Madgwick's IMU and AHRS algorithm.

mediapipe icon mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

mediapipe-python-sample icon mediapipe-python-sample

MediaPipeのPythonパッケージのサンプルです。2021/12/14時点でPython実装のある7機能(Hands、Pose、Face Mesh、Holistic、Face Detection、Objectron、Selfie Segmentation)について用意しています。

mediapipehandtracking icon mediapipehandtracking

This is based on the Java code and made to work with kotlin. And even more so, with MediaPipe, you can experience MediaPipe's multi-handed tracking.

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