Roboflow is an end-to-end platform for building, deploying and monitoring computer vision applications.
Alternatives to Vailabel Studio
Label Studio is an open-source data labeling platform for text, images, audio, video, time series, and multimodal data.
VGG Image Annotator (VIA) is a suite of lightweight tools for manually labeling images, audio and video.
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MakeSense.ai
MakeSense.ai is a browser-based tool for labeling photos and preparing datasets for computer vision projects.
Free planOpen sourceWebLinuxmacOSSelf-hosted7.6Free plan - 5
Segments.ai
Segments.ai is a multi-sensor data labeling platform for robotics and autonomous vehicle teams, available through web and API access.
Free planWebAPI7.0Free plan - 6

CVAT
CVAT is a platform for turning images, video, 3D data, and audio into labeled datasets for AI workflows.
Free planWebAPISelf-hosted6.9Free plan - 7
Supervisely
Supervisely is a computer-vision platform for organizing data, labeling images, video, LiDAR, and medical imagery, and developing models for production.
Free planWebAPISelf-hosted6.9From €199 a month - 8

Ultralytics Platform
Ultralytics Platform brings dataset annotation, management, analytics, model training, export, and deployment into a web workspace.
Free planWebAPISelf-hosted6.7From $29 a month - 9

Annota AI
Annota AI combines image annotation, document OCR and review, and AI tools in a web or self-hosted workspace.
Free planWebSelf-hosted6.6From €21.96 a month - 10
Draw Attention
Draw Attention is a WordPress plugin for making interactive image maps with hotspots that visitors can click, tap, or hover over.
Free planWebSelf-hosted6.6From $99 a year - 11
Labellerr
Labellerr is a data labeling and annotation platform for machine-learning teams preparing training data.
Free planWebAPISelf-hosted6.6From $9,999 a year - 126.4$1 one-time
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Labelme
Labelme is an AI-powered desktop annotation tool for creating image training datasets, aimed at researchers, engineers, and teams.
LinuxmacOSWindows6.4$49 one-time - 14
Pixano
Pixano is an open-source tool for exploring and annotating computer vision datasets, including collections with text, images, and videos.
WebAPILinuxmacOS6.2 - 15
RectLabel
RectLabel is an offline macOS application for annotating images used in object detection and segmentation.
macOS6.2From $299 a month - 16
Xtreme1
Xtreme1 is an open-source platform for annotating and curating multimodal training data, with tools for ontology management.
WebLinuxmacOSSelf-hosted6.1From $6,600 a year - 17

BasicAI
BasicAI is a multimodal annotation platform, with managed services, for preparing AI training data.
WebAPISelf-hosted6.0From $6,600 a year - 18

Dataloop
Dataloop is a web-based platform for annotating image datasets, with model-assisted labeling and collaboration for teams.
WebAPILinuxmacOS6.0 - 19

Labelbox
Labelbox provides tools and services for AI training data, reinforcement learning environments, evaluations, and enterprise agent workflows.
WebAPI6.0 - 20

Kili Technology
Kili Technology is an expert-in-the-loop platform for creating, reviewing, and evaluating AI data, including training and ground-truth datasets.
WebAPISelf-hosted5.9 - 21

SuperAnnotate
SuperAnnotate provides infrastructure for AI teams to create, evaluate, and improve data across modalities until datasets are ready for training.
WebAPImacOSWindows5.9 - 22
PixLab Annotate
PixLab Annotate is a free browser-based image labeler for preparing machine-learning datasets with bounding boxes and polygon segmentation labels.
Free planWeb5.8Free plan - 23

FiftyOne
FiftyOne Annotation for images helps teams identify samples for labeling, automate annotation with AI, and connect labeling work with model evaluation.
WebAPILinuxmacOS5.7 - 24

Encord
Encord is a paid multimodal data infrastructure layer for AI teams, covering work from pre-training and post-training through deployment.
WebAPISelf-hosted5.6 - 25

V7 Darwin
V7 Darwin is a web and API data-labeling platform for building training datasets for AI models.
WebAPI5.6 - 26
segmenteverygrain
LinuxmacOSWindows4.7 - 27
Annotate-Lab
Web4.6

