AlphaPose + ST-GCN + SORT.
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Oct 2, 2021 - Python
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fall-detection
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Fall Detection using OpenPifPaf's Human Pose Estimation model
cpu computer-vision deep-learning gpu detection human-pose-estimation object-tracking fall-detection video-analytics openpifpaf composite-fields
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Sep 12, 2025 - Python
Real-time, Multi-person & Multi-camera Fall Detector in Python
deep-learning video-processing lstm neural-networks human-pose-estimation fall-detection long-short-term-memory multiple-cameras python3-fall-detector
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Jun 18, 2025 - Python
The core runtime engine for Ambianic Edge devices.
python docker home-automation raspberry-pi ai smarthome local tensorflow decentralized cameras home-assistant web3 fall-detection privacy-protection edge-computing edge-devices custom-model federated-learning smart-speaker ambianic-edge-deployments
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May 1, 2023 - Python
Real-time ADLs and Fall Detection implement TensorFlow
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Nov 7, 2018 - Python
Python ML library for people fall detection
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Nov 7, 2021 - Jupyter Notebook
Real-time fall detection using two-stream convolutional neural net (CNN) with Motion History Image (MHI)
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Dec 8, 2022 - Python
Detect a person fall in videos using OpenCv
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Sep 8, 2023 - Python
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
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Jan 8, 2022 - Jupyter Notebook
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.
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Nov 16, 2024
Detects the abnormal behaviors of passengers on a ship so we can prevent accidents from occurring
ai deep-learning ocean deep-learning-algorithms safety ships fall-detection passengers abnormal-behavior-detection cctv-detection ai-model
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Nov 7, 2023 - Python
Fall detection Android app
machine-learning acceleration tensorflow signal-processing sklearn keras kotlin-android collapse java-android fall-detection cpp-android
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Apr 16, 2021 - Java
Fall detection in videos using deep learning. Implements GRU/LSTM models to extract motion patterns and accurately classify falls.
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Jun 5, 2025 - Jupyter Notebook
This repository contains the source code for the paper Motion and Region Aware Adversarial Learning for Fall Detection with Thermal Imaging
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May 15, 2021 - Python
Fall Detection in EHR using Word Embeddings and Deep Learning
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Nov 23, 2020 - Jupyter Notebook
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.
ecg accelerometer resnet fall-detection swiftui tensorflow-lite resnet152 mobile-machine-learning polar-h10
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Jun 20, 2024 - Swift
An Android App, which detects User fall using Accelerometer, Gyroscope and Magnetometer and send SMS to the Mobile Numbers Stored in the SQLite Database.
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Feb 21, 2017 - Java
π‘ 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.
iot internet-of-things alert-messages arduino-uno ultrasonic-sensor blynk-server blynk proteus obstacle-avoidance fall-detection lcd16x2 obstacle-detection virtual-serial-port-driver blynk-iot-platform iot-project fall-prevention compim alert-on-fall iot-based-project
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Nov 20, 2021 - C++
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