The AI Data Engine to
 

Solve any labeling task 10x faster with an API for image annotation and dataset management

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100+
companies
Suchet Bargoti
Suchet Bargoti
CTO of Abyss Solutions
We label terabytes of data and from the operations perspective, the scale of the projects requires a reliable training data platform like V7 to succeed.
Read case study ->
Maleeha Nawaz
Maleeha Nawaz
Manager of Quality and Data Curation at Imidex
After conducting an extensive research of annotation tools, we chose V7 as it fits our needs best due to its customizable workflows and automated QA.
Read case study ->
Raman Muthuswamy
Raman Muthuswamy
Director, Translational Research at Genmab
We use V7 to make our annotation and model training workflows more efficient. It's much easier to use than other software thanks to its intuitive UI.
Read case study ->

Manage your Datasets

Help your machine learning teams keep track of their most valuable assets. Ensure your team understands your labels and edge cases.

The CLI & SDK for AI Training Data

Perform actions on your assets via a CLI/SDK rather than the UI. Create, manage, export, and import your datasets and data conveniently with a single command.

CLI and SDK for AI Training on V7

Supporting all the formats you need

Upload your video data or ultra-high resolution images—browse and annotate them using one platform. V7 supports JPG, PNG, TIF, MP4, MOV, SVS, DICOM, and more.

Data formats list available on V7

Version control datasets

Stay on top of your annotation versions. Reference each model to a dataset version as your datasets keep growing.

Version control option on V7

Visualize, sort, and filter your data

Instantly preview all images and videos thanks to a highly efficient Elixir architecture. Filter by upload time, labeler, tag, class, or progress.

Search and filter features on V7

Annotate Any Visual Data

Create pixel-perfect annotations on any data format with class-agnostic, automated tools. Boost your annotation speed by up to 10x.

Auto annotating a car on V7

Pixel-perfect labels in one click

Create pixel-perfect polygon masks using V7's class-agnostic neural network — instantly and without prior training. All you need to do is click on object parts to either include or exclude them. Fine-tune your model once you gather enough training data.

Annotation types available on V7

All the annotation types your team will need

Easily annotate all Video, Image, and Text data. Choose from a variety of tools, such as polygons, brush, or bounding boxes. Solve any CV task from image classification to instance segmentation to object tracking and more.

Performance analytics on V7

Monitor labeler and model performance

Track the time spent, see how many annotations are created per minute, check the total number of labeled images, monitor accuracy, and more. No matter if you have 10 or 1,000 labelers.

Real-time collaboration on V7

Collaborate in real-time

Annotate images in collaboration with other users and add multiple labels to a single video or image simultaneously. Communicate in real time to make sure your labels are accurate and all team members know what the ground truth looks like.

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Add Any Model

Experience V7’s powerful model training and automated labeling capabilities. Use our pre-trained models or bring your own.

Combine models, humans, and data in composable workflows

Customize your workflows quickly and flexibly. Add annotations manually, include the model stage to automate parts of or the entire labeling process, decide when reviewers step in—see what works best for you.

Workflow building on V7

Train label-assistant models with AutoML

Turn your images or datasets into models on V7. At a click of a button.

Training models with AutoML on V7

Register any external model to use within your pipelines

If you have a repository of your own models, you can easily upload them to the V7 platform’s storage and keep them in order.

Running models on V7

All your team's models in one place, ready to use

Keep all your company models in one place. Deploy them for model-assisted labeling tasks or use them to train new AutoML models.

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Manage Humans in the Loop

Automate your workflows while making sure the right task gets assigned to the right person. Eliminate spreadsheets, data leaks, or quality control issues.

Annotators list with a Hire more labelers button at the bottom on V7

Professional on-demand labelers are a few clicks away

Entrust your training data to expert labelers. V7 gives you access to 5,000+ highly trained annotators who know the platform inside out. They’ll help you scale your project while following top-quality standards.

Expect review on V7 platform

Domain expert annotators that excel in your domain

Medical, scientific, agricultural, construction, or autonomous driving projects? You name it! We collaborate with experts from a variety of industries to ensure data accuracy and reliability.

Security standards on V7

Leading Security Standards

Working on sensitive data? V7 lets you assign tasks to specific labelers and make them only see the task at hand. Our platform is SOC2, HIPAA, and ISO27001 compliant.

Slack conversation of annotation projects team members

Fully Managed Projects

Cooperate with a dedicated V7 project manager. Design the most effective and efficient workflows and set your quality standards. The manager will see to it that all deliverables match your expectations.

the data engine

Manage your AI data in a single ML-Ops platform

Auto Annotation
Use V7's class-agnostic neural network to create pixel-perfect polygon masks in seconds.
See Auto Annotation ->
Video Annotation
Evolve labels over time. Play any format with hundreds of annotations.
See Video Annotation ->
Image Annotation
Plenty of tools, easy automation, reliable real-time performance.
See Image Annotation ->
Model Management
Connect your own models or train them on V7. Use V7 as a data engine.
See Model Management ->
Document Processing
Extract any field you need. Bring your IDP to 99% accuracy.
See Document Processing ->
Dataset Management
All your training data in one place. Manage it securely and easily.
See Dataset Management ->
Workflows
Flexibly route your training data for maximum efficiency and accuracy.
See Workflows ->
Slack conversation of annotation projects team members
Annotation Services
Hire human experts for maximum accuracy. All managed by us.
See Annotation Services ->
Open Datasets
Explore our repository of 500+ datasets for any computer vision project.
See Open Datasets ->
Integrations

Connect to anything

Host data privately in your enterprise cloud storage. Send tasks to other ML-Ops platforms. Load datasets into your deep learning framework of choice in 1 step.

AWS
Snowflake
Google Cloud Platform
Azure Blob Storage
REST
Keras
Pytorch
Webhook
HTTPS
Weights & Biases
TensorFlow
API

Built by ML engineers, for ML engineers

Discover how other AI-first companies solved knowledge tasks at scale with V7

Tools for every stack
Leverage the REST API, integrate with the Python library, or quickly apply mass actions via CLI
Prebuilt integrations
Load datasets into Pytorch, connect your cloud storage, and integrate MLOps tools
Data
Quality
Settings
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Industry-Specific Tools

Industries building AI through V7

Find out whether your industry's image formats can be used to automate tasks through V7

See all industries
->
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Gain control of your training data
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