aufahuhs/Advanced-Machine-Learning-Personal-Project

This project explores ML techniques across classification and regression. It includes penguin species classification, breast cancer prediction, and baseball performance prediction using regularization. After, I will develop an XGBoost model for hotel cancellation prediction, analyzing key booking factors and optimizing performance. (In Progress)

Size: 1.95 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

Erik172/fall-detection-deep-learning

Fall detection in videos using deep learning. Implements GRU/LSTM models to extract motion patterns and accurately classify falls.

Language: Jupyter Notebook - Size: 87 MB - Last synced at: 2 days ago - Pushed at: 25 days ago - Stars: 13 - Forks: 0

sankoktas/bhi360-fall-detection

Fall detection system using Bosch BHI360 sensor data with time-series labeling, feature extraction, and machine learning (LOSO CV + Gradient Boosting).

Language: Jupyter Notebook - Size: 6.67 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0

EikeSan/video-fall-detection

Detect a person fall in videos using OpenCv

Language: Python - Size: 29.4 MB - Last synced at: 16 days ago - Pushed at: over 1 year ago - Stars: 45 - Forks: 25

taufeeque9/HumanFallDetection

Real-time, Multi-person & Multi-camera Fall Detector in Python

Language: Python - Size: 512 MB - Last synced at: 18 days ago - Pushed at: 7 months ago - Stars: 273 - Forks: 65

Koon-Kiat/Care-Link

The Care Link Project aims to create a portable, wearable device designed to assist individuals with cognitive disabilities, including those with mental disabilities and dementia.

Language: C++ - Size: 15.2 MB - Last synced at: 22 days ago - Pushed at: 23 days ago - Stars: 5 - Forks: 0

ambianic/fall-detection

Python ML library for people fall detection

Language: Jupyter Notebook - Size: 159 MB - Last synced at: 19 days ago - Pushed at: over 3 years ago - Stars: 98 - Forks: 17

ambianic/ambianic-edge

The core runtime engine for Ambianic Edge devices.

Language: Python - Size: 209 MB - Last synced at: 19 days ago - Pushed at: almost 2 years ago - Stars: 109 - Forks: 44

krittin-kulrat/ALERT

Algorithm for Learning and Evaluation of Risks in Tumbles (ALERT) is a machine learning project dedicated to enhancing fall detection and prevention strategies. Utilizing advanced algorithms, ALERT aims to analyze and interpret fall-related data, providing invaluable insights for healthcare, elderly care, and personal safety applications

Language: Python - Size: 103 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

Y1D1R/Elderly-Fall-Detection-Application

Detect falls of elderly individuals using videos provided by home surveillance cameras.

Language: Python - Size: 161 MB - Last synced at: 24 days ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

SCorreiaPT/LSTM_SensitivityFallDetection

MatLab scripts for performing a sensitivity analysis of LSTM networks for fall detection wearable sensors based on the SisFall dataset

Language: MATLAB - Size: 40 KB - Last synced at: 8 days ago - Pushed at: 10 months ago - Stars: 5 - Forks: 2

lamaabdeldayem/Walking-Stick

Smart walking stick for visually impaired individuals, featuring obstacle detection, fall detection, and haptic feedback. Built with FPGA and VHDL.

Language: VHDL - Size: 15.6 KB - Last synced at: 25 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

SIT-FL/FL-Fall-Detection 📦

Federated learning for hierarchical classification of fall detection, and human activity recognition

Language: Jupyter Notebook - Size: 239 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

mojtabaSefidi/Fall-Detection-System

Comparative Study on Performance of ML Models for Fall Detection in Older People

Language: Jupyter Notebook - Size: 2.5 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 0

MuzafferAslan23/Fall-Detection-Dataset

FUKinect-Fall dataset was created using Kinect V1. The dataset includes walking, bending, sitting, squatting, lying and falling actions performed by 21 subjects between 19-72 years of age.

Size: 22.5 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 22 - Forks: 1

Foxpace/BeSafeBox_Android_app 📦

Fall detection Android app

Language: Java - Size: 4.45 MB - Last synced at: 12 days ago - Pushed at: about 4 years ago - Stars: 21 - Forks: 7

AbdoulBaguiM/safe-fall

Fall detection device built with an Arduino MKR1010

Language: C++ - Size: 10.4 MB - Last synced at: 6 months ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 0

chizhanyuefeng/Realtime-Fall-Detection-for-RNN

Real-time ADLs and Fall Detection implement TensorFlow

Language: Python - Size: 16.2 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 89 - Forks: 34

quochuy242/Fall-Detection-3DCNN

Build Deep Learning model for ViFam, which is dataset about Fall Detection, for scientific paper in HCMUS.

Language: Python - Size: 64.6 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

ivineetm007/Fall-detection

This repository contains the source code for the paper Motion and Region Aware Adversarial Learning for Fall Detection with Thermal Imaging

Language: Python - Size: 72.2 MB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 19 - Forks: 6

hwixley/Fall-Detection-App

Commercial iOS fall detection app. Connects to a Polar H10 device for triaxial acceleromter and ECG signals. These signals are passed to a trained ResNet152 model using Tensorflow background processes for live inference.

Language: Swift - Size: 72.9 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 10 - Forks: 1

egk696/FDSN

The code repository for the implementation of the system presented in the paper titled "Low Cost Open Architecture Fall Detection System Implemented as a Wireless Sensor Network"

Language: C++ - Size: 859 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

Ilia-Abolhasani/fall-detection-kalman

A fall detection system using deep learning and Kalman filters to process signals from the Sysfall dataset. This project leverages advanced techniques to accurately detect falls, improving safety and response times in various environments.

Language: Jupyter Notebook - Size: 1.82 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

gambre09/Mountain-Climber-health-and-gps-tracking

Real-time health monitoring and GPS tracking of Mountain climber including fall detection feature. IOT, Arduino IDE, C++,Sensor Intigration.

Size: 21.3 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

shyamal2411/Carebridge

An app that aims to bridge the gap between the elderly and their family members.

Language: Kotlin - Size: 0 Bytes - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

just4give/senior-aid

Language: TypeScript - Size: 2.97 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

Rc-W024/AccidDetec-Accel

Contains Matlab codes used for implementation of acceleration signal processing algorithm on smartphones for accident detection.

Language: MATLAB - Size: 793 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

cwlroda/falldetection_openpifpaf

Fall Detection using OpenPifPaf's Human Pose Estimation model

Language: Python - Size: 157 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 325 - Forks: 91

gurujayanth48/Fall-Detection-System-Based-on-Image

Here I integrated the YOLOv5 object detection algorithm with my own created dataset which consists of human activity images to achieve low cost, high accuracy, and real-time computing requirements

Language: Jupyter Notebook - Size: 29.5 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

ytl0623/yolov7-GDPR

A public surveillance camera system capable of privacy encryption and protection 可加密及保護隱私之公共監視器

Language: Python - Size: 139 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Daksshhh/YOLO-powered-Smart-Human-Motion-Analysis

YOLO-powered Smart Human Motion Analysis is a cutting-edge project leveraging YOLO (You Only Look Once) for real-time object detection. This repository provides a robust solution for accurately tracking and analyzing human motions, offering a versatile tool for applications in sports, healthcare, and surveillance.

Language: CSS - Size: 31.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

ni-inha/Automatic-identification-system-for-fall-event-records-in-EMR-clinical-notes

미세조정 KLUE/BERT-base 모델을 활용한 EMR 임상노트 내 낙상사건 자동 식별 시스템

Language: Python - Size: 90.8 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Smart-Safety-Ocean/HAAR_DeepModel

Detects the abnormal behaviors of passengers on a ship so we can prevent accidents from occurring

Language: Python - Size: 1.27 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 13

Juneeee98/Realtime-Fall-Dectection-and-Human-Activity-Recognition-Using-MLP

Realtime Fall Detection and Human Activity Recognition using Multilayer Perceptron Neural Network from gyroscope and accelerometer sensor sent from a ESP-32 Microcontroller

Language: Python - Size: 1010 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 2

tjl1444/FallDetection

Real time fall detection using the ADXL345 with an Arduino Nano. Fall detection thresholds have been extracted from SisFall Dataset.

Language: C++ - Size: 23.4 KB - Last synced at: 5 months ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 1

andmydignity/fall_detection_yolov8s

Language: Python - Size: 532 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

moshiurtonmoy/Fall-Detection-with-Federated-Transfer-Learning

A classic implementation of Federated Learning for identifying FALL and ADL from images with Transfer Learning.

Language: Jupyter Notebook - Size: 752 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

wallacepck/fall-detection

Fall detection using CLIP for context prediction

Language: Python - Size: 53.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

chizhanyuefeng/FD-CNN

ADL and Fall Detection

Language: Python - Size: 199 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 60 - Forks: 31

ParitoshParmar/Win-Fail-Action-Recognition

https://arxiv.org/abs/2102.07355 [WACV Workshops 2022]

Size: 192 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 1

GajuuzZ/Human-Falling-Detect-Tracks

AlphaPose + ST-GCN + SORT.

Language: Python - Size: 113 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 611 - Forks: 218

deepakpurti/Fall-Detection-and-Alert-System Fork of harishrithish7/Fall-Detection

Human Fall Detection in a Video Clip, with Email Alert to User

Language: MATLAB - Size: 1.94 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 1

deepakpurti/Fall-Detection-via-IP-Camera

NOT WORKING

Language: MATLAB - Size: 1.93 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

deepakpurti/Home-Surveillance-System

Home Surveillance System in MATLAB with two functionalities : Fall Detection (https://github.com/harishrithish7/Fall-Detection) & Change Detection ; which can send E-mail alerts.

Language: MATLAB - Size: 4.2 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

deepakpurti/Fall-Detection-via-Webcam

Human Fall Detection via Webcam, with Email Alert to User

Language: MATLAB - Size: 1.93 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 2

dzungvpham/fall-detection-two-stream-cnn

Real-time fall detection using two-stream convolutional neural net (CNN) with Motion History Image (MHI)

Language: Python - Size: 20.4 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 57 - Forks: 12

Y-B-Class-Projects/Human-Fall-Detection

Human Falling Detection

Language: Python - Size: 185 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 20 - Forks: 8

MengLinMaker/Hip-Motion-Capture

Creating a fall detection device

Language: C++ - Size: 863 KB - Last synced at: 11 months ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

hwixley/polarh10-fall-detection-dataset-generator

An iOS Polar ECG and Accelerometer Data Collection System

Language: Swift - Size: 29.4 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 1

IKKIM00/Fall_Detection_using_multihorizon_forecasting

Language: Jupyter Notebook - Size: 38.5 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 4

hoangNguyen210/Fall-Detection-Research-2

This repository is used to publish our codes for the paper "Fall Detection using Mixture of Convolutional Neural Networks"

Language: Jupyter Notebook - Size: 18 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

vipkas/AIoT-ElderyFallDetection

This project aims to develop AIoT-based fall detection system for elderly care, ensuring quick and accurate detection of the elderly falls

Language: Jupyter Notebook - Size: 391 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

giacomobettas/AutoGait

Autoencoder for gait recognition and elderly monitoring.

Language: Python - Size: 44.9 KB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

swift2891/Fall_Detection

An Android App, which detects User fall using Accelerometer, Gyroscope and Magnetometer and send SMS to the Mobile Numbers Stored in the SQLite Database.

Language: Java - Size: 44.9 KB - Last synced at: over 1 year ago - Pushed at: about 8 years ago - Stars: 11 - Forks: 8

Foxpace/BeSafeBox_research 📦

Fall detection research for Android app BeSafeBox

Language: Jupyter Notebook - Size: 3.88 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 1

Tristan-Day/UoW-Fall-Detector

This repository contains the code submitted for Software Engineering module (BS2203). The programs demonstrate the use of the MQTT protocol to provide a fall detection system for the elderly.

Language: Python - Size: 14.6 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

hwixley/Fall-Detection-Deep-Learning

Preprocessing my fall detection dataset using data standardisation and sliding windows, and splitting this data into train/validation/test sets. Modelling performed on PyTorch using LSTM and CNN networks. The final models were exported to `.tflite` files to be run on a mobile phone. The best performing model was the ResNet152 with 92.8% AUC.

Language: Jupyter Notebook - Size: 58.7 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

nlp-pucrs/fall-detection

Fall Detection in EHR using Word Embeddings and Deep Learning

Language: Jupyter Notebook - Size: 3.76 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 4

njrobbins/frida

Fall Rate Identification, Detection, and Analysis (FRIDA) Project for CSC 450 at Missouri State University.

Language: Python - Size: 107 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 4

shinjimori/Analyze_SisFall

Language: Python - Size: 9.77 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 1

adrian-soch/fall_detector

Project comparing traditional ML and Deep Learning approcahes to fall detection

Language: Jupyter Notebook - Size: 16.1 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Foxpace/SensorTemplate 📦

Android template for sensor processing

Language: Kotlin - Size: 277 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 1

gauthamkrishna-g/ActiveHARNet

ActiveHARNet: Towards On-Device Deep Bayesian Active Learning for Human Activity Recognition

Language: Jupyter Notebook - Size: 116 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 6

RishitaReddyChilla/IOT-based-Fall-Detection-System

💡 This project proposes an IoT based fall detection and rescue system. The main objective here is to alert the user as well as a guardian/ doctor if there is a possibility of fall.

Language: C++ - Size: 102 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

arcteezy/Fall-Detection

Free fall detection using MPU-6050.

Language: C++ - Size: 183 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 3 - Forks: 1

ivelin/fall-detection Fork of ambianic/fall-detection

Python ML library for person fall detection. Intended for IoT deployments with on-device inference and on-device transfer learning.

Language: Jupyter Notebook - Size: 159 MB - Last synced at: about 19 hours ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

Aaron-Yuan23/Real-time-Health-Monitoring-System

Machine learning fall detection and posture detection

Language: Python - Size: 17.7 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 4

TeCSAR-UNCC/S-RAD-ActionLocalizationClassification

Single run action detector on video stream data

Language: Python - Size: 112 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 6 - Forks: 0

catherinessssss/BlueBlueBlue

TI.sensor CC2650 Movement sensor

Language: Objective-C - Size: 327 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 0

alessandror/AndroidFallDetectionApp

Language: Java - Size: 142 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 0

vctrop/embedded_fall_detection_simulator

Simulates an embedded fall detection system, and its communication with a server

Language: C - Size: 33.3 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

monganai/ThesisLaTeX

Final Year Dissertation Write-Up

Language: TeX - Size: 34.8 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

pedrovivaldi/smart_bracelet

Smart bracelet using Arduino

Language: Arduino - Size: 1.95 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0