A package designed to predict static pose and detect falls with 2D RGB Camera in well lit indoor environments.

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for pat2echo from gravatar.com pat2echo

Unverified details

These details have not been verified by PyPI
Meta
  • Author: Patrick Ogbuitepu
  • Tags Fall Detection , Human Motion Classification , Pose Estimation , Elderly Care , Computer Vision , Machine Learning , Real-time Monitoring , Occlusion Handling , Finite State Machine , Activity Recognition , Elderly Care Technology , Pose Estimation Models , Real-Time Motion Tracking , Occlusion Handling , Static Pose Classification , Fuzzy Logic Systems , Temporal Pose Analysis , Human Pose Detection , Motion Detection Algorithms , Inactivity Monitoring , Rehabilitation Monitoring , Bounding Box Analysis , Multi-Camera Systems , Pose Transition Detection , Computational Intelligence Applications , Human-Centric AI , Assistive Technologies , Vision-Based Health Monitoring , Sensorless Activity Recognition , Human-Computer Interaction (HCI) , Machine Learning in Elderly Care , AI for Healthcare Monitoring , Zero False Alarm Systems , Dim Light Pose Recognition , Occlusion Robustness , Home Monitoring Systems
  • Requires: Python <3.13, >=3.9
Report project as malware

Project description

AI Posture Monitor

This project introduces an innovative, cost-effective solution for real-time activity monitoring of elderly individuals. By leveraging the MediaPipe pose estimation model, fuzzy logic, and finite state machines, the system can reliably track individuals, recognize static postures (standing, sitting, lying), and detect transitions, particularly focusing on falls.

GITHUB: https://github.com/pat2echo/

Features

  • Real-Time Activity Monitoring: Tracks and analyzes movements continuously.
  • Pose Detection: Identifies key postures**: standing, sitting, and lying down.
  • Fall Detection: Detects falls with minimal false alarms.
  • Fuzzy Logic Analysis: Utilizes fuzzy logic for accurate movement interpretation.
  • User-Centric Design: Tailored for elderly individuals living alone.
  • Environmental Adaptability: Functions effectively in well-lit indoor settings.
  • Scalable and Cost-Effective: Affordable solution for diverse applications.

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for pat2echo from gravatar.com pat2echo

Unverified details

These details have not been verified by PyPI
Meta
  • Author: Patrick Ogbuitepu
  • Tags Fall Detection , Human Motion Classification , Pose Estimation , Elderly Care , Computer Vision , Machine Learning , Real-time Monitoring , Occlusion Handling , Finite State Machine , Activity Recognition , Elderly Care Technology , Pose Estimation Models , Real-Time Motion Tracking , Occlusion Handling , Static Pose Classification , Fuzzy Logic Systems , Temporal Pose Analysis , Human Pose Detection , Motion Detection Algorithms , Inactivity Monitoring , Rehabilitation Monitoring , Bounding Box Analysis , Multi-Camera Systems , Pose Transition Detection , Computational Intelligence Applications , Human-Centric AI , Assistive Technologies , Vision-Based Health Monitoring , Sensorless Activity Recognition , Human-Computer Interaction (HCI) , Machine Learning in Elderly Care , AI for Healthcare Monitoring , Zero False Alarm Systems , Dim Light Pose Recognition , Occlusion Robustness , Home Monitoring Systems
  • Requires: Python <3.13, >=3.9

Release history Release notifications | RSS feed

0.0.22

0.0.21

This version

0.0.20

0.0.19 yanked

Reason this release was yanked:

Broken: f-string SyntaxError on Python <3.12 and incompatible with mediapipe 0.10.30+

0.0.18 yanked

Reason this release was yanked:

Broken: f-string SyntaxError on Python <3.12 and incompatible with mediapipe 0.10.30+

0.0.17 yanked

Reason this release was yanked:

Broken: f-string SyntaxError on Python <3.12 and incompatible with mediapipe 0.10.30+

0.0.16 yanked

Reason this release was yanked:

Broken: f-string SyntaxError on Python <3.12 and incompatible with mediapipe 0.10.30+

0.0.15 yanked

Reason this release was yanked:

Broken: f-string SyntaxError on Python <3.12 and incompatible with mediapipe 0.10.30+

0.0.14 yanked

Reason this release was yanked:

Broken: f-string SyntaxError on Python <3.12 and incompatible with mediapipe 0.10.30+

0.0.13 yanked

Reason this release was yanked:

Broken: f-string SyntaxError on Python <3.12 and incompatible with mediapipe 0.10.30+

0.0.12 yanked

Reason this release was yanked:

Broken: f-string SyntaxError on Python <3.12 and incompatible with mediapipe 0.10.30+

0.0.11 yanked

Reason this release was yanked:

Broken: f-string SyntaxError on Python <3.12 and incompatible with mediapipe 0.10.30+

0.0.10 yanked

Reason this release was yanked:

Broken: f-string SyntaxError on Python <3.12 and incompatible with mediapipe 0.10.30+

0.0.9 yanked

Reason this release was yanked:

Broken: f-string SyntaxError on Python <3.12 and incompatible with mediapipe 0.10.30+

0.0.8 yanked

Reason this release was yanked:

Broken: f-string SyntaxError on Python <3.12 and incompatible with mediapipe 0.10.30+

0.0.7 yanked

Reason this release was yanked:

Broken: f-string SyntaxError on Python <3.12 and incompatible with mediapipe 0.10.30+

0.0.6 yanked

Reason this release was yanked:

Broken: f-string SyntaxError on Python <3.12 and incompatible with mediapipe 0.10.30+

0.0.5 yanked

Reason this release was yanked:

Broken: f-string SyntaxError on Python <3.12 and incompatible with mediapipe 0.10.30+

0.0.4 yanked

Reason this release was yanked:

Broken: f-string SyntaxError on Python <3.12 and incompatible with mediapipe 0.10.30+

0.0.3 yanked

Reason this release was yanked:

Broken: f-string SyntaxError on Python <3.12 and incompatible with mediapipe 0.10.30+

0.0.2 yanked

Reason this release was yanked:

Broken: f-string SyntaxError on Python <3.12 and incompatible with mediapipe 0.10.30+

0.0.1 yanked

Reason this release was yanked:

Broken: f-string SyntaxError on Python <3.12 and incompatible with mediapipe 0.10.30+

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

ai_posture_monitor-0.0.20.tar.gz (33.9 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

ai_posture_monitor-0.0.20-py3-none-any.whl (34.6 kB view details)

Uploaded Python 3

File details

Details for the file ai_posture_monitor-0.0.20.tar.gz.

File metadata

  • Download URL: ai_posture_monitor-0.0.20.tar.gz
  • Upload date:
  • Size: 33.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.10.11

File hashes

Hashes for ai_posture_monitor-0.0.20.tar.gz
Algorithm Hash digest
SHA256 924515bc9c33c66dc33c2889a26b17ee74ef07760f6fa34505ff81c249727c63
MD5 d711e767660470cc2fd3348c35c0b9b4
BLAKE2b-256 5d0496719c176c7afdf5a478c617160eae4675b29ae0d7541c8ff8092c519eb0

See more details on using hashes here.

File details

Details for the file ai_posture_monitor-0.0.20-py3-none-any.whl.

File metadata

File hashes

Hashes for ai_posture_monitor-0.0.20-py3-none-any.whl
Algorithm Hash digest
SHA256 0baf2d4ad421dc7300dcdd19980d370be45906ae1b701d95adcf5bd6ee935ea7
MD5 14f8052840a1728fd6334e2473e02b4d
BLAKE2b-256 03f024612c2380ff755787f41fa2fafc5759e96644d9ca3ac9c2222f5ee0c94c

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page