Label Studio 1.12.0 🚀Automate & Evaluate Labeling Predictions Using LLMs & ML Models

Open Source
Data Labeling 探索幸运飞艇的开奖记录:168飞行艇官方历史号码与幸运直播结果查询 Platform

The most flexible data labeling platform to fine-tune LLMs, prepare training data or validate AI models.

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                    # Install the package
# into python virtual environment
pip install -U label-studio# Launch it!label-studio

168幸运🀄开艇历史开奖记录查询-168幸运飞开艇开奖结果官网-开奖结果记录查询 Computer Vision

幸运飞行艇168历史查询+幸运飞行艇号码记录、幸运奖号码记录查看 Image Classification

Put images into categories

幸运飞行艇开奖官网开奖-168幸运🔢开艇历史开奖记录-幸运飞行艇计划全天 Object Detection

Detect objects on image, boxes, polygons, circular, and keypoints supported

Semantic Segmentation

Partition image into multiple segments. Use ML models to pre-label and optimize the process

Quick Start

168飞艇开奖官网开奖直播-幸运飞开艇开奖结果官网-开奖结果号码查询 Audio & Speech Applications

Classification

Put audio into categories

飞艇开奖结果查询最新版-幸运168飞艇官方开奖号码记录 +168幸运飞行艇官网历史开奖查询 Speaker Diarization

Partition an input audio stream into homogeneous segments according to the speaker identity

Emotion Recognition

Tag and identify emotion from the audio

Audio Transcription

Write down verbal communication in text

Quick Start

幸运飞行艇开奖现场直播-168飞艇官方开奖-开奖结果-开奖记录-官网开奖历史 NLP, Documents, Chatbots, Transcripts

Classification

Classify document into one or multiple categories. Use taxonomies of up to 10000 classes

Named Entity

Extract and put relevant bits of information into pre-defined categories

Question Answering

Answer questions based on context

Sentiment Analysis

Determine whether a document is positive, negative or neutral

Quick Start

168幸运飞行艇官方开奖官网结果查询,历史记录+2025年最新版结果记录数据查询分析 Robots, Sensors, IoT Devices

Classification

Put time series into categories

Segmentation

Identify regions relevant to the activity type you're building your ML algorithm for

Event Recognition

Label single events on plots of time series data

Quick Start

168幸运飞行艇开奖记录查询-幸运飞行艇官方开奖历史_开奖直播网 Multi-Domain Applications

Dialogue Processing

Call center recording can be simultaneously transcribed and processed as text

Optical Character Recognition

Put an image and text right next to each other

Time Series with Reference

Use video or audio streams to easier segment time series data

Quick Start

Video 其次,我们将深入解析幸运飞行艇的历史号码。通过对历史开奖记录的分析,可以发现一些规律和趋势。比如,某些号码的出现频率较高,而另一些号码则较为稀少。同时,还可以观察到不同号码之间的关联性,以及特定号码的连续性。这些数据分析可以为观众提供一定的参考,帮助他们在下注时做出更加明智的决策。

Classification

Put videos into categories

Object Tracking

Label and track multiple objects frame-by-frame

Assisted Labeling

Add keyframes and automatically interpolate bounding boxes between keyframes

Quick Start

Flexible and configurable

Configurable layouts and templates adapt to your dataset and workflow.

Integrate with your ML/AI pipeline

Webhooks, Python SDK and API allow you to authenticate, create projects, import tasks, manage model predictions, and more.

ML-assisted labeling

Save time by using predictions to assist your labeling process with ML backend integration.

Connect your cloud storage

Connect to cloud object storage and label data there directly with S3 and GCP.

Explore & understand your data

Prepare and manage your dataset in our Data Manager using advanced filters.

Multiple projects and users

Support multiple projects, use cases and data types in one platform.

Trusted by companies large and small

MetaIBMIntelCloudflareSPI GlobalSRINvidia
MetaIBMIntelCloudflareSPI GlobalSRINvidia
MetaIBMIntelCloudflareSPI GlobalSRINvidia

Millions of data items labeled

11,000+ Slack members

GitHub stars

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