Universal Data Tool
Labelbox
CrowdFlower
Supervisely
Amazon Mechanical Turk
Labeling AI
Segments.ai
Playment
Supervisor
systemd
runit
M/Monit
sysvinit
PM2
s6
Upstart
The Universal Data Tool (UDT) is an open-source web or downloadable tool for labeling data for usage in machine learning or data processing systems.
The Universal Data Tool supports Computer Vision, Natural Language Processing (including Named Entity Recognition and Audio Transcription) workflows.
The UDT uses an open-source data format (.udt.json / .udt.csv) that can be easily read by programs as a ground-truth dataset for machine learning algorithms.
Universal Data Tool SupervisorBased on our record, Supervisor seems to be more popular. It has been mentiond 25 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
What I went with was having both a web server (Apache/Nginx) and PHP-FPM in the same container image, held together by Supervisor: http://supervisord.org/ In my case, the Dockerfile looks a bit like the following:- Source: Hacker News / 9 months ago# Whatever base web server image you want, Debian/Ubuntu based here.
As you can see there are several methods of running devpi server including cron, launchd (OSX service), nginx, Windows service, and supervisord. It also has a systemd service file which we can use to manage the service easily as Ubuntu uses it for primary service management. First off though we're going to need a proxy script to ensure that devpi is running in the virtual environment:. - Source: dev.to / 11 months ago
If it's a linux box you can make it a systemctl service, or you could use http://supervisord.org/. Source: 11 months ago
I used supervisord to start my server and the cloud SQL proxy within the same container. That should work for your use case too. Source: about 1 year ago
I convinced (previous) $dayjob to use it. It (nix) kind of hung around in the background with the team that used haskell for awhile, but became prime time when we needed to support a range of VMs running within client infrastructure that were in reality just running various python scripts under supervisord (http://supervisord.org/). The range of client machines (redhat, centos, debian, ubuntu all of different... Source: about 1 year ago
Labelbox - Build computer vision products for the real world
systemd - systemd is a replacement for the init daemon for Linux (either System V or BSD-style).
CrowdFlower - Enterprise crowdsourcing for micro-tasks
runit - runit is a cross-platform Unix init scheme with service supervision, a replacement for sysvinit...
Supervisely - Supervisely helps people with and without machine learning expertise to create state-of-the-art...
M/Monit - Monit is a free open source utility for managing and monitoring, processes, files, directories and filesystems on a UNIX system. Monit conducts automatic maintenance and repair and can execute meaningful causal actions in error situations.
