Label Studio vs LongoMatch

Label Studio is an open-source data labeling tool for text, images, audio, video, time series, and multimodal data. It provides a configurable labeling interface, project templates, data management, and annotation import and export. Custom machine-learning backends can provide predictions, while Enterprise adds automated active-learning loops. Its integrations directory spans cloud storage, foundation-model APIs, computer vision, speech and audio, machine-learning frameworks, and infrastructure. Listed storage options include Amazon S3, Google Cloud Storage, Azure Blob Storage, Databricks, Redis, and local storage. APIs, a Python SDK, and webhooks support programmatic management and integration. Deployment options include on-premises or cloud installation using pip, Docker, Ubuntu, source, or Anaconda. Security documentation describes TLS for application-component interactions, HTTPS, and secured cookies. Enterprise is described as SOC 2 and HIPAA compliant and can be deployed in the cloud or on premises, with SSO and SCIM 2.0 support. Community Edition is free. Starter Cloud costs $99 a month, with each additional user at $49 a month; Enterprise pricing is custom.

LongoMatch is video analysis software for planning training, reviewing matches, managing teams and sharing feedback. It can code events during live or recorded games and save drawings to footage. Users can analyze as many as four videos at once and switch camera angles; statistics cover event locations, player-specific data, possession, fouls and assists. Longoboard adds training-session planning and tactical diagrams, with plans shareable as native files, images, video or PDF. Longocloud supports sharing videos and Longomatch, tagging content, comments, shareable statistics and team management. Listed sports include football, rugby, hockey, handball, baseball, basketball and volleyball. The free Basic plan allows five projects, two teams, one dashboard and 50 events per project, and includes a non-removable watermark. Starter is listed at €12.50 a month billed annually; Pro is €45.84 a month billed annually. Desktop minimums are macOS Monterey 12 or Windows 10 version 1809. Longomatch no longer offers or maintains its Open Source version.