Automotive

The Data Engine for Autonomous Driving

Improve your data accuracy. Automate your video and image classification with unprecedented speed and efficiency. Build reliable models. All these features on a single platform.

Dataset
AI Model
00:01 Avg Time 12.5k Passes
First Annotation Stage
03:12 Avg Time 11.5k Passes
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IMPROVE your AI data like
Siemens Healthineers
Paige AI
Insitro
Tractable
GE Healthcare
use cases

Explore Automotive Use Cases

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

Autonomous Driving
Autonomous Driving
In-cabin Analytics
In-cabin Analytics
Driver Distraction Detection
Driver Distraction Detection
Bring your data
What is your use case?
Let's talk!
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What is your use case?
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security

The most secure platform for training data

GDPR Ready
ISO 27001
SOC2
FDA Part 11
HIPAA
DICOM compliant
benefits

Why Automotive AI teams choose V7

Use the API to input your data into workflows and customize each file's journey to complete your tasks hassle-free.

Automate with Data Workflows

Auto-annotate Image and Video data to create semantic segmentation masks 10x faster. Collaborate in real-time, version control, and manage your data from one place. Train AI on V7 or export the datasets in your desired format.

Multi-Camera Sensor Fusion

Combine multiple images or video streams into one labeling items, with objects transitioning between camera views. Achieve true sensor fusion by unifying your labels in one environment.

Video Object Tracking

Track objects in video to label up to 10x faster. Interpolate their location across multiple frames in bounding boxes or polygons.

Performant Semantic Segmentation

Video semantic segmentation can be slow at scale. Try V7’s video semantic segmentation to visualize accurate polygons at every frame.

API

Built by ML engineers, for ML engineers

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

Read the docs
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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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Car
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Crosswalk
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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
Webhook
HTTPS
Weights & Biases
TensorFlow
Get More Data, Faster

Solve any visual task 10x faster

Check out the annotation types that V7 offers

Object Detection
Semantic Segmentation
Instance Segmentation
Image Classification
Action Recognition
Panoptic Segmentation
Object Tracking
OCR
Document Processing
Hanging Protocols
Whole Slide Pathology
Keypoint Skeleton Pose
Polyline Annotation
Cars detected on an image on V7 platform
Semantic Segmentation of a street on V7 platform
Instance segmentation on V7 platform
Image classification on V7 platform
Action recognition on V7 platform
Panoptic Sgmentation of bikers on V7 platform
Object tracking on V7 platform
Image of an annoted parcel delivery document on V7 platform
Image of brain scans being annotated on V7 platform
Whole Slide Pathology annotation on V7 platform
Image of female football players with keypoint skeleton pose annotation on V7 platform
Image of a road with polyline annotation on V7 platform
Request a Demo
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annotation services

Get your training data labeled by professionals

Annotating image and video datasets becomes a collaborative project for your organization. Filter, tag, and sync data.

Get a quote
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STEP 01
Plug in your data. We read data directly from your cloud provider or data warehouse. No change of at-rest region.
STEP 02
Configure a workflow. Add models for pre-processing, route tasks to the right labelers based on the detected objects.
STEP 03
Monitor progress. Gain complete visibility of every label, exchange comments, and resolve edge cases.
the data engine

Develop your AI training data in a single ML-Ops platform

Auto annotating a car on V7
Image Annotation
Plenty of tools, easy automation, reliable real-time performance.
Learn more ->
Video Annotation
Evolve labels through time and play any video format with thousands of annotations.
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Dataset Management
All your training data in one place. Connect your storage and securely manage your labels and data.
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Model in the Loop
Connect your own models or train them on V7. Turn your labeling tool into a data engine.
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Document Processing
Extract the fields you need from any document or image. Bring your IDP to 99% accuracy.
Learn more ->
Annotation Services
Tired of labeling? Hire human experts trained on maximum accuracy, all managed by us.
Learn more ->
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.

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.

Label your own datasets on V7
Try our trial or talk to one of our experts.