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
Report project as malware

Reason this release was yanked:

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

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

Release history Release notifications | RSS feed

0.0.22

0.0.21

0.0.20

This version

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-0.0.19.tar.gz (33.5 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-0.0.19-py3-none-any.whl (34.3 kB view details)

Uploaded Python 3

File details

Details for the file ai_posture_monitor-0.0.19.tar.gz.

File metadata

  • Download URL: ai_posture_monitor-0.0.19.tar.gz
  • Upload date:
  • Size: 33.5 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-0.0.19.tar.gz
Algorithm Hash digest
SHA256 d3faaebe502505a3008e087f2f9efc803f2c6350f03767b3ad6cf13753a12926
MD5 c25f6bd77c02cb4c9e787e761b381c62
BLAKE2b-256 f9de946cc26259c11e99dd36efe75eb40627150cafd1e11d263a1660bcbd81ec

See more details on using hashes here.

File details

Details for the file ai_posture_monitor-0.0.19-py3-none-any.whl.

File metadata

File hashes

Hashes for ai_posture_monitor-0.0.19-py3-none-any.whl
Algorithm Hash digest
SHA256 a7bb2bf05397e6ee036228841b960464dd291f5974859512e30862f6a62da3bc
MD5 ef02295ce1c7459244d340fb2dd96d4d
BLAKE2b-256 e90a54e3f88c934b8a1db278cd1035adf5578674d48bc0a2eda6eb0bc14c7dc3

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