Software & Internet

The AI Training Data Platform for SaaS Companies

Boost your data accuracy. Automate your video and image labeling with unparalleled speed and efficiency. Build better models. All these features on a single platform.

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First Annotation Stage
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Mark Robson
Mark Robson
Technical Specialist, MTC
V7 sped up our labeling 9–10x compared to VGG. The appeal of using V7 is that it's commercial off-the-shelf, very intuitive, and easy to use for non-technical people.
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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.
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Ryan Watson
Ryan Watson
Segmentation Manager at Intelligent Ultrasound
Thanks to V7, the image annotation is 30% faster, and considering also the QA process, we more than doubled the number of images we can label.
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Use cases

Explore Software & Internet Use Cases

Talk to our team about solving your training data challenges in 100+ use cases.

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ML pipeline

Build robust ML pipelines, deploy reliable AI faster

Automate labeling and gain unparalleled control of your annotation workflow. Scale your ground truth creation 10x today.

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Collect Data
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Label Data
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Train Your Model
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SECURITY

The most secure platform for training data

You can rest assured that your data remains protected and private, because the security of your data is our top priority

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WORKFLOW types

Custom workflows for any ML project

Workflows is V7’s way of helping you structure your ML pipeline—from uploading your data, labelling and reviewing it, to training accurate AI models in hours instead of weeks

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Simple data workflow
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Complete
Complex data workflow
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Consensus
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benefits

Why Software & Internet AI teams choose V7

Speed up Ground Truth creation by 10 times with V7's efficient data labeling. Improve your model accuracy and automate your ML pipeline with V7's end-to-end workflow orchestration

Analyze User-Submitted Content

Leverage AI models to analyze what content your users are submitting. Detect undesirable content with custom classification models and human review.

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Classify Image Libraries

Integrate external classification APIs or develop your own models to tag images or video according to their content.

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Content Moderation Pipelines

Route data to humans based on what classifiers detect. Measure the consensus of multiple users or models.

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We conducted an extensive research of annotation tools and ultimately chose V7.

It fits our business needs best due to its customizable workflows, simple setup, consensus stages, and the ability to monitor annotator performance and project progress. It's also very intuitive and stable.

Maleeha Nawaz
Manager of Quality and Data Curation at Imidex
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Ryan Watson
Segmentation Manager at Intelligent Ultrasound
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integrations

Connect to anything

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

AWS
Snowflake
Google Cloud Platform
Azure Blob Storage
REST
Keras
Pytorch
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Weights & Biases
TensorFlow
Get More Data, Faster

Solve any visual task 10x faster

Check out the annotation types that V7 offers

Object Detection
Detect and locate the presence of multiple objects within an image, drawing bounding boxes around them to indicate their position and size. Export your labeled data in the desired format or train object detection models on V7 to label more data.
Semantic Segmentation
Divide an image into distinct regions or segments, and assign labels representing the category of objects or features they belong to, to each individual pixel. Label data manually or use V7 auto annotation to achieve pixel perfect accuracy. 
Learn more about Semantic Segmentation ->
Instance Segmentation
Leverage V7 annotation tools to detect and delineate individual object instances within an image, and assign a unique label to each pixel that belongs to that instance. Easily create classes with attributes, text, directional vectors, and instance IDs. Train instance segmentation models on V7 in a click.
OCR
Leverage V7’s OCR (Optical Character Recognition) capabilities to convert scanned images or handwritten text into machine-readable text. Detect text regions within an image and get the AI to the char recognize the characters within those regions. V7 works with any language, any alphabet, any format.
Panoptic Segmentation
Use V7 to combine both semantic and instance segmentation to assign a unique label to every pixel in an image, including objects and surrounding context to solve panoptic segmentation tasks. Add and manage classes along with attributes, text, directional vectors, and instance IDs to enrich your annotations. 
Image Classification
Use V7 for image tagging—identify and assign a label or multiple labels to images based on the presence or absence of specific features or patterns within the image. Add tags in bulk, and easily filter your data by classes, annotation authors, statuses, and more.
Keypoint Skeleton Pose
Detect and locate key points or joints within an image, such as human body joints or face features, and estimate the 2D and 3D poses or configurations of those points. Use V7 keypoint skeleton editor in both images and videos, and interpolate your labels to speed up your annotation process.
Document Processing
Use V7’s in built text models, such as Text Scanner, Passport Scanner, Receipt Scanner, or Invoice Scanner to automate the extraction of information from documents (such as text, images, or tables) and convert it into structured data and machine-readable formats. V7 works with any language, any alphabet, any format.
Video Classification
Solve video classification tasks and use V7’s tags to label whole videos or individual frames based on their content or features. Upload videos at their native frame rate or as separate images. Create and assign tags in bulk, and filter your data by classes, annotation authors, statuses, and more. 
Object Tracking
Follow or track the movement of one or more objects within a video sequence by detecting and matching features across frames. Use V7 to create labels manually or using auto annotation, and interpolate between frames to speed up the labeling process. Leverage Instance ID and attributes to enrich your annotations.
DICOM Annotation
Take advantage of V7’s DICOM annotation features such as orthogonal views, image manipulation, windowing, and consensus stage, among many others, to create pixel-perfect segmentations in CT, MRI, X-Ray, or Ultrasound scans. Build automated medical data workflows. V7 supports both DICOM and NIfTI formats, and is FDA and HIPAA-compliant.
Action Recognition
Identify and classify human actions or movements within a video using action recognition. Leverage V7 keypoint skeleton to annotate your data and add attributes, text, directional vectors, or instance IDs to enrich your annotations.
Polyline Annotation
Use V7’s polyline tool to manually draw lines or curves on an image to highlight or mark specific features or regions of interest. Solve any detection, segmentation, and tracking task. 
Whole Slide Pathology
Label whole slide images (WSI) faster with V7 auto annotate tool. Create classes with attributes,  text, and instance IDs to enrich your annotations. Leverage consensus and logic stages to build automated medical workflows. V7 is FDA and HIPAA compliant.
Object Detection

Detect and locate the presence of multiple objects within an image, drawing bounding boxes around them to indicate their position and size. Export your labeled data in the desired format or train object detection models on V7 to label more data.

Instance Segmentation

Leverage V7 annotation tools to detect and delineate individual object instances within an image, and assign a unique label to each pixel that belongs to that instance. Easily create classes with attributes, text, directional vectors, and instance IDs. Train instance segmentation models on V7 in a click.

Panoptic Segmentation

Use V7 to combine both semantic and instance segmentation to assign a unique label to every pixel in an image, including objects and surrounding context to solve panoptic segmentation tasks. Add and manage classes along with attributes, text, directional vectors, and instance IDs to enrich your annotations. 

Image Classification

Use V7 for image tagging—identify and assign a label or multiple labels to images based on the presence or absence of specific features or patterns within the image. Add tags in bulk, and easily filter your data by classes, annotation authors, statuses, and more.

Keypoint Skeleton

Detect and locate key points or joints within an image, such as human body joints or face features, and estimate the 2D and 3D poses or configurations of those points. Use V7 keypoint skeleton editor in both images and videos, and interpolate your labels to speed up your annotation process.

Video Classification

Solve video classification tasks and use V7’s tags to label whole videos or individual frames based on their content or features. Upload videos at their native frame rate or as separate images. Create and assign tags in bulk, and filter your data by classes, annotation authors, statuses, and more.

Semantic Segmentation

Divide an image into distinct regions or segments, and assign labels representing the category of objects or features they belong to, to each individual pixel. Label data manually or use V7 auto annotation to achieve pixel perfect accuracy.

OCR

Leverage V7’s OCR (Optical Character Recognition) capabilities to convert scanned images or handwritten text into machine-readable text. Detect text regions within an image and get the AI to the char recognize the characters within those regions. V7 works with any language, any alphabet, any format.

Object Tracking

Follow or track the movement of one or more objects within a video sequence by detecting and matching features across frames. Use V7 to create labels manually or using auto annotation, and interpolate between frames to speed up the labeling process. Leverage Instance ID and attributes to enrich your annotations.

Document Processing

Use V7’s in built text models, such as Text Scanner, Passport Scanner, Receipt Scanner, or Invoice Scanner to automate the extraction of information from documents (such as text, images, or tables) and convert it into structured data and machine-readable formats. V7 works with any language, any alphabet, any format.

Polyline Annotation

Use V7’s polyline tool to manually draw lines or curves on an image to highlight or mark specific features or regions of interest. Solve any detection, segmentation, and tracking task.

Action Recognition

Identify and classify human actions or movements within a video using action recognition. Leverage V7 keypoint skeleton to annotate your data and add attributes, text, directional vectors, or instance IDs to enrich your annotations.

Whole Slide Pathology

Label whole slide images (WSI) faster with V7 auto annotate tool. Create classes with attributes,  text, and instance IDs to enrich your annotations. Leverage consensus and logic stages to build automated medical workflows. V7 is FDA and HIPAA compliant.

DICOM Annotation

Take advantage of V7’s DICOM annotation features such as orthogonal views, image manipulation, windowing, and consensus stage, among many others, to create pixel-perfect segmentations in CT, MRI, X-Ray, or Ultrasound scans. Build automated medical data workflows. V7 supports both DICOM and NIfTI formats, and is FDA and HIPAA-compliant.

Frequently
Asked Questions
Reach out to our support team or contact us for further questions
What type of data does V7 support?

V7 supports image, video, and text data. The file formats you can use with V7 include: JPG, PNG, MP4, MOV, AVI, BMP, SVS, TIFF, DCM, ZIP, DICOM, NIfTI.

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. Also, take a look at V7 industry pages to learn more about the benefits and to see various implementations.

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 a 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.

What type of support does V7 offer?

We offer in-app chat support and email technical support to all of V7 users. We will make sure to take good care of you and your team. You can get in touch with us at: support@v7labs.com.

Can I use V7 for my research project?

Absolutely! V7 offers free access for researchers, academics, and students. See the qualification criteria and apply for a free education account.

Is my data secure on V7?

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

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