Python training-data

Open-source Python projects categorized as training-data

Top 5 Python training-data Projects

training-data
  • snorkel

    A system for quickly generating training data with weak supervision

    Project mention: Harnessing Weak Supervision to Isolate Sign Language in Crowded News Videos | news.ycombinator.com | 2024-08-15

    Hello everyone, we are trying to make a large dataset for Sign Language translation, inspired by BSL-1K [1]. As part of cleaning our collected videos, we use a nice technique for aggregating heuristic labels [2]. We thought it was interesting enough to share with people on here.

    [1] https://www.robots.ox.ac.uk/~vgg/research/bsl1k/

    [2] https://github.com/snorkel-team/snorkel

  • SaaSHub

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  • diffgram

    The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.

  • skweak

    skweak: A software toolkit for weak supervision applied to NLP tasks

  • compose

    A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels for supervised learning. (by alteryx)

  • BingImageAITrainer

    A tool for generating diverse synthetic training images using Bing Image Creator to facilitate the training of AI/ML image models.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Index

What are some of the best open-source training-data projects in Python? This list will help you:

Project Stars
1 snorkel 5,792
2 diffgram 1,835
3 skweak 917
4 compose 495
5 BingImageAITrainer 3

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