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Data Labeling Software
Kategorie

Data Labeling Software - Nejoblíbenější aplikace

Data labeling software, also known as training data, data annotation, or data tagging software, plays a critical role in converting unlabeled data into labeled data, essential for developing accurate artificial intelligence algorithms. These tools offer a range of functionalities, including machine learning-assisted labeling, human taskforce involvement, or user-driven labeling. Some platforms even allow a combination of these approaches, offering flexibility in choosing labeling methods based on factors like cost, quality, and speed. These tools vary in their support for different data types such as images, videos, audio, and text, including subsets like satellite imagery and LIDAR. Annotation types also differ, encompassing tasks such as image segmentation, object detection, named entity recognition (NER), sentiment analysis, transcription, and emotion recognition. To ensure label quality, most software employs metrics like consensus and ground truth. This quality assurance is crucial for supervised learning, a foundational machine learning approach that requires labeled data for accurate predictions. Integration with data science and machine learning platforms is common, facilitating seamless data transfer from labeling to model training. To qualify for inclusion in the Data Labeling category, a product typically integrates managed workforces or data labeling services, guarantees label accuracy and consistency, offers analytics for monitoring labeling accuracy and speed, and allows seamless integration with data science and machine learning platforms.

Odeslat novou aplikaci


Appen

Appen

appen.com

Prolific

Prolific

prolific.com

Clarifai

Clarifai

clarifai.com

Labelbox

Labelbox

labelbox.com

Avala

Avala

avala.ai

V7

V7

v7labs.com

Supervisely

Supervisely

supervisely.com

Kili Technology

Kili Technology

kili-technology.com

Dataloop

Dataloop

dataloop.ai

Surge AI

Surge AI

surgehq.ai

Alegion

Alegion

alegion.com

Segments.ai

Segments.ai

segments.ai

Scale AI

Scale AI

scale.com

CVAT.ai

CVAT.ai

cvat.ai

Encord

Encord

encord.com

Crowd AI

Crowd AI

crowdai.com

SUPA

SUPA

supa.so

super.AI

super.AI

super.ai

Humanloop

Humanloop

humanloop.com

UBIAI

UBIAI

ubiai.tools

TrainingData.io

TrainingData.io

trainingdata.io

SuperAnnotate

SuperAnnotate

superannotate.com

Shaip

Shaip

shaip.com

Picterra

Picterra

picterra.ch

Datasaur NLP

Datasaur NLP

datasaur.ai

Universal Data Tool

Universal Data Tool

universaldatatool.com

Sama AI

Sama AI

sama.com

Xelex

Xelex

xelex.ai

SentiSight.ai

SentiSight.ai

sentisight.ai

M47.AI

M47.AI

m47.ai

Labellerr

Labellerr

labellerr.com

Jaxon.ai

Jaxon.ai

jaxon.ai

LinkedAI

LinkedAI

linkedai.co

BasicAI Cloud

BasicAI Cloud

basic.ai

John Snow Labs

John Snow Labs

johnsnowlabs.com

iMerit

iMerit

imerit.net

Swivl

Swivl

swivl.com

Superb AI

Superb AI

superb-ai.com

Datature

Datature

datature.io

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