Showing 524 open source projects for "labels"

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  • Build Data Resilience - Take the Assessment Today Icon
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    PRTG Catches Network Issues Before They Cause Downtime

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  • 1
    bbox-visualizer

    bbox-visualizer

    Make drawing and labeling bounding boxes easy as cake

    Make drawing and labeling bounding boxes easy as cake. This package helps users draw bounding boxes around objects, without doing the clumsy math that you'd need to do for positioning the labels. It also has a few different types of visualizations you can use for labeling objects after identifying them. There are optional functions that can draw multiple bounding boxes and/or write multiple labels on the same image, but it is advisable to use the above functions in a loop in order to have full control over your visualizations.
    Downloads: 9 This Week
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  • 2
    Grafana Loki

    Grafana Loki

    Multi-tenant log aggregation system inspired by Prometheus

    Loki is a horizontally-scalable, highly-available, multi-tenant log aggregation system inspired by Prometheus. It is designed to be very cost effective and easy to operate. It does not index the contents of the logs, but rather a set of labels for each log stream. Unlike other logging systems, Loki is built around the idea of only indexing metadata about your logs: labels (just like Prometheus labels). Log data itself is then compressed and stored in chunks in object stores such as S3 or GCS, or even locally on the filesystem. A small index and highly compressed chunks simplifies the operation and significantly lowers the cost of Loki. ...
    Downloads: 21 This Week
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  • 3
    CLIP

    CLIP

    CLIP, Predict the most relevant text snippet given an image

    ...It was trained on large sets of (image, caption) pairs using a contrastive objective: images and their matching text are pulled together in embedding space, while mismatches are pushed apart. Once trained, you can give it any text labels and ask it to pick which label best matches a given image—even without explicit training for that classification task. The repository provides code for model architecture, preprocessing transforms, evaluation pipelines, and example inference scripts. Because it generalizes to arbitrary labels via text prompts, CLIP is a powerful tool for tasks that involve interpreting images in terms of descriptive language.
    Downloads: 6 This Week
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  • 4
    PML

    PML

    The easiest way to use deep metric learning in your application

    This library contains 9 modules, each of which can be used independently within your existing codebase, or combined together for a complete train/test workflow. To compute the loss in your training loop, pass in the embeddings computed by your model, and the corresponding labels. The embeddings should have size (N, embedding_size), and the labels should have size (N), where N is the batch size. The TripletMarginLoss computes all possible triplets within the batch, based on the labels you pass into it. Anchor-positive pairs are formed by embeddings that share the same label, and anchor-negative pairs are formed by embeddings that have different labels. ...
    Downloads: 0 This Week
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  • MongoDB Atlas runs apps anywhere Icon
    MongoDB Atlas runs apps anywhere

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  • 5
    Globe.GL

    Globe.GL

    UI component for Globe Data Visualization using ThreeJS/WebGL

    ...It uses Three.js and WebGL to render geographic data on a spherical projection. Developers can display points, arcs, polygons, paths, heatmaps, tiles, particles, rings, labels, and custom 3D objects. Multiple visualization layers can be combined into a single globe. The component also provides controls for the globe surface, atmosphere, camera, animation, and rendering behavior. It is designed for applications such as geographic dashboards, network maps, satellite views, transportation visualizations, and other spatial data experiences.
    Downloads: 10 This Week
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  • 6
    ggrepel

    ggrepel

    epel overlapping text labels away from each other in your ggplot2

    ggrepel is an R package that provides “smart” repulsion for text and label geoms in ggplot2. When placing text labels on a plot (e.g. labeling points), the labels can often overlap; ggrepel ensures labels don’t overlap (or overlap less) by repelling labels / pushing them away, adding connecting lines or nudges, etc. It improves the readability of plots, especially when many labels are present. Support for point and segment geoms (so labels can be connected by lines when moved). ...
    Downloads: 1 This Week
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  • 7
    React-Date-Picker

    React-Date-Picker

    A date picker for your React app

    ...Localization uses standard language tags and browser locale information without requiring Moment.js. Developers can define minimum and maximum dates, formatting rules, calendar behavior, placeholders, and custom icons. Accessibility options include dedicated labels for calendar controls, date fields, native input, and clearing actions. The component can be styled with its default CSS or customized to match an application's interface.
    Downloads: 14 This Week
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  • 8
    Zasilkovna Client PHP

    Zasilkovna Client PHP

    Zasilkovna.cz PHP library supporting SOAP and REST API + custom Label

    This library provides SOAP and REST API implementations. Additionaly Branch implementation to fetch and store branch data and label implementation to generate labels.
    Downloads: 0 This Week
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  • 9
    pandoc-crossref filter

    pandoc-crossref filter

    Pandoc filter for cross-references

    ...Optionally, you can use cleveref for LaTeX/PDF output, e.g. cleveref PDF, cleveref LaTeX, and listings package, e.g. listings PDF, listings LaTeX. This package tries to use LaTeX labels and references if output type is LaTeX. It also tries to supplement rudimentary LaTeX configuration that should mimic metadata configuration by setting header-includes variable. The easiest option to get pandoc-crossref on Windows, macOS, or Linux, is to download pre-built executables available at the releases page. Bear in mind that those are a product of automated build scripts, and as such, provided as-is, with zero guarantees. ...
    Downloads: 41 This Week
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  • Build Agents and Models on One Platform Icon
    Build Agents and Models on One Platform

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  • 10
    SkillSpector

    SkillSpector

    Security scanner for AI agent skills

    ...It supports several input types, including Git repositories, URLs, zip files, folders, and individual files. It also produces practical reports with risk scores, severity labels, and recommendations that make security reviews easier to act on.
    Downloads: 5 This Week
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  • 11
    Segments.ai

    Segments.ai

    Segments.ai Python SDK

    ...The platform for fast and accurate multi-sensor data annotation. Label in-house or with an external workforce. Intuitive labeling interfaces for images, videos, and 3D point clouds (lidar and RGBD). Obtain segmentation labels, vector labels, and more. Our labeling interfaces are set up to label fast and precise. Powerful ML assistance lets you label faster and reduce costs. Integrate data labeling into your existing ML pipelines and workflows using our simple yet powerful Python SDK. Onboard your own workforce or use one of our workforce partners. Our management tools make it easy to label and review large datasets together. ...
    Downloads: 15 This Week
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  • 12
    AccessibilitySnapshot

    AccessibilitySnapshot

    Easy regression testing for iOS accessibility

    AccessibilitySnapshot is an iOS development tool that enables snapshot testing of accessibility elements in UIKit apps. It helps developers ensure that accessibility labels, traits, and hierarchies are properly configured and presented. By providing automated testing capabilities, it improves accessibility compliance and makes UI testing more robust.
    Downloads: 0 This Week
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  • 13
    github-changelog-generator

    github-changelog-generator

    Automatically generate change log from your tags, issues, labels, etc.

    Automatically generate change log from your tags, issues, labels and pull requests on GitHub. Fully automated changelog generation - This gem generates a changelog file based on tags, issues and merged pull requests (and splits them into separate lists according to labels) from octocat: GitHub. What’s the point of a changelog? To make it easier for users and contributors to see precisely what notable changes have been made between each release (or version) of the project. ...
    Downloads: 0 This Week
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  • 14
    Proton Mail for Android

    Proton Mail for Android

    Proton Mail Android app

    ...Designed for modern Android phones and tablets, the app lets users send, receive, organize, and search encrypted emails, create new Proton accounts, manage multiple accounts, and apply labels or folders to keep messages tidy — all within a responsive, touch-optimized interface. It supports composing messages, viewing attachments, handling contacts, and configuring account and mail settings from within the app, giving users portable access to their secure inbox wherever they go. Because ProtonMail’s service never sees unencrypted content, the Android client performs necessary encryption and decryption on the device, aligning with Proton’s privacy-first philosophy and open-source security model.
    Downloads: 10 This Week
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  • 15
    labelme Image Polygonal Annotation

    labelme Image Polygonal Annotation

    Image polygonal annotation with Python

    ...Image annotation for polygon, rectangle, circle, line and point. Image flag annotation for classification and cleaning. Video annotation. (video annotation). GUI customization (predefined labels / flags, auto-saving, label validation, etc). Exporting VOC-format dataset for semantic/instance segmentation. (semantic segmentation, instance segmentation). Exporting COCO-format dataset for instance segmentation. (instance segmentation). The first time you run labelme, it will create a config file in ~/.labelmerc. You can edit this file and the changes will be applied the next time that you launch labelme. ...
    Downloads: 2 This Week
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  • 16
    WatchYourLAN

    WatchYourLAN

    Lightweight network IP scanner

    WatchYourLAN is a local network monitoring tool that displays connected devices, providing insight into network activity and device status.
    Downloads: 11 This Week
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  • 17
    ReductStore

    ReductStore

    The fastest time series object store for Edge AI

    History storage and management of images, vibration data, text, labels, and more - all in one place with the highest performance. Merge blob and time series functionalities, reducing the need for multiple databases. Customize real-time data retention policies and replication strategies. Store billions of time-stamped blobs with AI labels and access them with low latency. Outperform other databases with a customized solution for time-series object data.
    Downloads: 0 This Week
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  • 18
    InvoicePrinter

    InvoicePrinter

    Super simple PDF invoicing

    Super simple PDF invoicing. InvoicePrinter is a server, command line program and pure Ruby library to generate PDF invoices in no time. You can use Ruby or JSON as the invoice representation to build the final PDF.
    Downloads: 0 This Week
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  • 19
    CellTypist

    CellTypist

    A tool for semi-automatic cell type classification, harmonization

    CellTypist is an automated tool for cell type classification, harmonization, and integration. Classification, transfer cell type labels from the reference to query dataset. Harmonization, match and harmonize cell types defined by independent datasets. integration, integrate cell and cell types with supervision from harmonization. CellTypist recapitulates cell type structure and biology of independent datasets. Regularised linear models with Stochastic Gradient Descent provide a fast and accurate prediction. ...
    Downloads: 0 This Week
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  • 20
    Cleanlab

    Cleanlab

    The standard data-centric AI package for data quality and ML

    cleanlab helps you clean data and labels by automatically detecting issues in a ML dataset. To facilitate machine learning with messy, real-world data, this data-centric AI package uses your existing models to estimate dataset problems that can be fixed to train even better models. cleanlab cleans your data's labels via state-of-the-art confident learning algorithms, published in this paper and blog.
    Downloads: 6 This Week
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  • 21
    X-AnyLabeling

    X-AnyLabeling

    Effortless data labeling with AI support from Segment Anything

    ...It supports labeling tasks across images and videos and enables developers to prepare training datasets for tasks such as object detection, segmentation, classification, tracking, and pose estimation. The tool is built with an interactive graphical interface that simplifies annotation workflows and allows users to draw and edit labels directly on visual data. It also supports a wide range of export formats compatible with popular machine learning pipelines, making it easier to integrate with training frameworks.
    Downloads: 163 This Week
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  • 22
    Pyrra

    Pyrra

    Making SLOs with Prometheus manageable, accessible, and easy to use

    Making SLOs with Prometheus manageable, accessible, and easy to use for everyone. When running Pyrra outside of Kubernetes, the SLO object can be provided through a YAML file read from the file system. For this, one container or binary needs to be started with the API argument and the reconciler with the filesystem argument. Here, Pyrra will save the generated recording rules to disk where they can be picked up by a Prometheus instance. While running Pyrra on its own works, there won't be...
    Downloads: 0 This Week
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  • 23
    WhatTodo

    WhatTodo

    A Simple Todo app design in Flutter to keep track of your task

    A Simple Todo app design in Flutter to keep track of your task on daily basis. Its built on BLoC Pattern. You can add a project, labels, and due date to your task also you can sort your task on the basis of project, label, and dates. This diagram showcase the dependencies to create a feature-specific BLoCs.The HomeBloc is independent and used as a communication channel between its child widgets. The app already has a preloaded Inbox project. You can add more projects by clicking add project button on SideDrawer. ...
    Downloads: 0 This Week
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  • 24
    Deepchecks

    Deepchecks

    Test Suites for validating ML models & data

    Deepchecks is the leading tool for testing and for validating your machine learning models and data, and it enables doing so with minimal effort. Deepchecks accompany you through various validation and testing needs such as verifying your data’s integrity, inspecting its distributions, validating data splits, evaluating your model and comparing between different models. While you’re in the research phase, and want to validate your data, find potential methodological problems, and/or validate...
    Downloads: 1 This Week
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  • 25
    x64dbg

    x64dbg

    An open-source x64/x32 debugger for windows

    ...Fully customizable color scheme. Dynamically recognize modules and strings. Import reconstructor integrated (Scylla). Fast disassembler (Zydis). User database (JSON) for comments, labels, bookmarks, etc. Plugin support with growing API. Extendable, debuggable scripting language for automation. Multi-datatype memory dump. Basic debug symbol (PDB) support. Dynamic stack view. Built-in assembler (XEDParse/asmjit). Executable patching and analysis. We provide both the executable and the source. Feel free to contribute. ...
    Downloads: 95 This Week
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