Skip to main content

Project Vi

Project description

PyPI version

"Hey Vi!"

HEYVI: Visym Analytics for Visual AI
docs: https://developer.visym.com/heyvi

HEYVI is a python package for visual AI that provides systems and trained models for activity detection and object tracking in videos.

HEYVI provides:

  • Real time activity detection of the MEVA activity classes
  • Real time visual object tracking in long duration videos
  • Live streaming of annotated videos to youtube live
  • Visual AI from RTSP cameras

Requirements

python 3.*
ffmpeg (required for videos)
vipy, torch, pytorch_lightning (for training)

Installation

pip install heyvi

Quickstart

v = heyvi.sensor.rtsp().framerate(5)
T = heyvi.system.Tracker()
with heyvi.system.YoutubeLive(fps=5, encoder='480p') as s:
     T(v, frame_callback=lambda im: s(im.pixelize().annotate()))

Create a default RTSP camera and GPU enabled object tracker, then stream the privacy preserving annotated video (e.g. pixelated bounding boxes with captions) to a YouTube live stream.

YoutubeLive stream

Project details


Download files

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

Source Distribution

heyvi-0.2.24.tar.gz (459.7 kB view details)

Uploaded Source

Built Distribution

heyvi-0.2.24-py3-none-any.whl (159.8 kB view details)

Uploaded Python 3

File details

Details for the file heyvi-0.2.24.tar.gz.

File metadata

  • Download URL: heyvi-0.2.24.tar.gz
  • Upload date:
  • Size: 459.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.6.0 importlib_metadata/4.8.2 pkginfo/1.7.1 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.55.2 CPython/3.6.5

File hashes

Hashes for heyvi-0.2.24.tar.gz
Algorithm Hash digest
SHA256 b95d910fbabcaabd719e572b7ed8cd91d49adc3c1375eb41643d6b8ad5e37ef1
MD5 e73ac3c9e99b8500695a4f0774784a0e
BLAKE2b-256 4da03ec60607d695c4a318ee7c3afb11681b3d5e252a63441f2871ec68d50d06

See more details on using hashes here.

File details

Details for the file heyvi-0.2.24-py3-none-any.whl.

File metadata

  • Download URL: heyvi-0.2.24-py3-none-any.whl
  • Upload date:
  • Size: 159.8 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.6.0 importlib_metadata/4.8.2 pkginfo/1.7.1 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.55.2 CPython/3.6.5

File hashes

Hashes for heyvi-0.2.24-py3-none-any.whl
Algorithm Hash digest
SHA256 c6e766eb279538eec051d1ad91ad5a55c814b21dd50008b0cdd155d24f40775c
MD5 d2a3ef347bad6e4f3fdfff5a22b4f2d2
BLAKE2b-256 f48966092c6411960149375ce4afa853146b7d895b45b3187e8d274acd4e8bd6

See more details on using hashes here.

Supported by

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