Dataset management

Keep All Your Training Data in One Place

Curate, browse, and visualize millions of items across your organization.

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Delivering queries in milliseconds to
API

Move, label, version, and pull with the datasets API

Run our Python library or use the CLI to establish workflows, monitor progress, assign tasks, priorities, and receive completed items based on your SLAs.

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Tools for every stack
Leverage the REST API, integrate with Python library or quickly apply mass actions vis CLI.
Pre-built integrations
Load datasets into Pytorch, connect your cloud storage and integrate MLOps tools.
Data
Quality
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Dataset Management

Control your training data

Forget messy folders, annotation format issues, lost labels, and un-browsable data. Get up and personal with what you’re feeding your models.

Search & filter multi-million item datasets

Filter your training data to create sets or versions for experiments. Scale up to billions of labels without ever slowing down.

Assign items and collaborate in real time

Assign tasks to hundreds of labelers by priority, objects detected, or manually. Track the progress and solve issues by communicating in real time.

Version control whenever you export

Create versions of all exports for data-driven model experiments. Sync dataset versions with models—iterate and optimize as you scale.

Load any image or video format

Our dataset management platform supports JPG, PNG, TIF, MP4, MOV, SVS, DICOM, NIfTI and counting.

Track annotation progress

Image status dynamically changes as your project advances, allowing you to train models on completed sections at any time.

Balance your data

Take a glance at your dataset's composition. Troubleshoot your model's performance by taking a look at class representation and instance frequency.

Custom Training Data Items

Define multi-modal data items

Whether it’s a collection of images, multiple camera video angles, a picture and text combo, or medical protocols, you can format items to fit your tasks and schema.

Single Image
Image
Hanging Protocol
Image
Image
Image
Image
Social Media Post
Image
Text
Image
Supported images
JPG
JPEG
PNG
MP4
MOV
AVI
BMP
SVS
TIF
TIFF
DCM
ZIP
Supported images
PNG
JPEG
DICOM
JPG
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.

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AWS
Snowflake
Google Cloud Platform
Azure Blob Storage
REST
Keras
Pytorch
Webhook
HTTPS
Weights & Biases
TensorFlow
compliant with 12+ certifications
DATASETS

Try it on Open Datasets

Explore 500+ open datasets and find the ones that fit your training needs.

Explore Datasets
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Frequently Asked Questions
Reach out to our support team or contact us for further questions
How do I know if V7 is right for my use case?

V7 was built for multi-industry use cases and you can get in touch with us to discuss your project in more detail.

Does V7 offer labeling services?

Yes. V7 works with a trusted network of partners and professional annotators who will help you turn your data into ground truth. Go to V7 Labeling Services to submit the form and we will send you the proposal within hours.

What models can I train on V7?

V7 allows you to train three types of models: Instance Segmentation, Image Classification, and Object Detection. You can also use our in-built Text Scanner model for your OCR projects. Learn how to train neural networks here: V7 Model Training.

Is my data secure on V7?

Yes. We take data security very seriously. Go to V7 Data Processing & Security to learn more about how we keep your data safe.