Python Labeling

Open-source Python projects categorized as Labeling

Top 16 Python Labeling Projects

  • cleanlab

    The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

    Project mention: Ask HN: Not a webdev, why are these sites so good? | news.ycombinator.com | 2024-06-18

    https://cleanlab.ai/

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  • 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

  • evadb

    Database system for AI-powered apps

  • anylabeling

    Effortless AI-assisted data labeling with AI support from YOLO, Segment Anything (SAM+SAM2), MobileSAM!!

  • 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.

  • refinery

    The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

  • labelCloud

    A lightweight tool for labeling 3D bounding boxes in point clouds.

  • CodeRabbit

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  • 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)

  • bbox-visualizer

    Make drawing and labeling bounding boxes easy as cake

  • hover

    :speedboat: Label data at scale. Fun and precision included. (by phurwicz)

  • turkle

    Django-based clone of Amazon's Mechanical Turk service running in your local environment.

  • dataformer

    Solving data for LLMs - Create quality synthetic datasets!

    Project mention: AIM Weekly for 07 Oct 2024 | dev.to | 2024-10-07

    🫶 Building Resilient AI Infrastructure: Deep Dive Zilliz Cloud's New Production-Ready Features 🙅 Contributing to Open Source 🛠️ Upcoming Data Engineering Best Practices for AI 📝 Building Scalable Image Retrieval 💫 NASA and IBM Weather Model 🙌 Improve Rag with Knowledge Graphs 🦾 Leader 📎 Evaluating RAG 🚙 Solid Data Curation 🤖 Sparse and Dense Embeddings 🍔 Cohere LLM University 📢 DataFormer for Synthetic Data 📢 PDF2Audio 📊 Screenpipe 📱 Vector DB Bencmarks 🛼 Extreme Quantization 📢 AI Powered Question & Answering 🐈‍⬛ Building LLMS Stanford Class 🌐 New Python Web UI 📊 Visualize RAG 🌐 Free Map Hosting 📊 Pipefunc 🖥️ The Pipe to extract 👽 New Audio Model 🧐 Easy Milvus Schema Generation 👽 Multimodal Models 72B 🌐 Fivetran + Milvus 🗣️ JSON Viewer 👽 ONNX Runtime GenAI 🚙 LLM Explorer 🦾 Interesting Computer Vision Techniques 📊 Build a model from embedding 🧩 Superchunk 👽 LLM Eval - Salesforce 🍔 Small AMD Model 🔥 Comfy UI 🔥 Molmo is a family of open vision-language models developed by the Allen Institute for AI. Molmo models are trained on PixMo

  • image-sorter2

    One-click image sorting/labelling script

  • iris3

    An upgraded and improved version of the Iris automatic GCP-labeling project

  • active-learning-plugin

    Label your dataset with active learning in FiftyOne!

    Project mention: Plugin for Building and Managing Plugins! | dev.to | 2024-02-09

    Some of these plugins were simpler than others. On one end, the Twilio automation plugin consists of a single Python file without bells and whistles. On the opposite extreme, plugins like Active Learning, which required multiple operators, caching, and special handling for many different scenarios. Plugins like Reverse Image Search and Concept Space Traversal were challenging in a different way, mostly because I am new to JavaScript. But that is for another day.

  • image-labeling

    This desktop application, built with Python using the Tkinter package, provides a user-friendly interface for labeling images, and the files with same names as images to prepare datasets for AI model training. The tool simplifies the manual process of assigning labels to images by offering

    Project mention: Efficient Image Labeling with Python and Tkinter: A Guide to Simplifying Dataset Preparation for AI | dev.to | 2024-10-14

    In this article, we will explore how this tool simplifies the image labeling process, making it more accessible for developers and data scientists alike. The tool is open-source and available on GitHub, making it a valuable resource for anyone working on AI models requiring labeled image datasets.

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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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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Python Labeling related posts

  • Harnessing Weak Supervision to Isolate Sign Language in Crowded News Videos

    1 project | news.ycombinator.com | 15 Aug 2024
  • AnyLabeling Auto-labeling with MobileSAM - the newest and fastest variant of Segment Anything

    2 projects | /r/computervision | 28 Jun 2023
  • AnyLabeling - Image Labeling tool with Auto Labeling from Segment Anything + YOLOs

    1 project | /r/computervision | 11 May 2023
  • labelme VS anylabeling - a user suggested alternative

    2 projects | 15 Apr 2023
  • labelImg VS anylabeling - a user suggested alternative

    2 projects | 15 Apr 2023
  • AnyLabeling v0.2.2 now supported all Segment Anything models (ViT-B, ViT-L, ViT-H) + YOLOv5 + YOLOv8 for auto labeling

    1 project | /r/computervision | 15 Apr 2023
  • How we used AI to automate stock sentiment classification

    1 project | dev.to | 21 Feb 2023
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    coderabbit.ai | 10 Nov 2024
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Index

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

Project Stars
1 cleanlab 9,684
2 snorkel 5,808
3 evadb 2,633
4 anylabeling 2,342
5 diffgram 1,845
6 refinery 1,399
7 labelCloud 606
8 compose 497
9 bbox-visualizer 391
10 hover 321
11 turkle 147
12 dataformer 135
13 image-sorter2 86
14 iris3 72
15 active-learning-plugin 10
16 image-labeling 0

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