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V7 Reviews & Product Details - Page 3

V7 Overview

What is V7?

V7 is a powerful AI training data platform that enables you to annotate images, videos, documents, and medical imaging files. It is the quickest way to obtain high-quality annotated data for training your computer vision models. You can utilize auto-labeling features to accelerate your annotation projects, manage your MLOps workflows, or hire professional annotators for assistance. - Pixel-perfect automatic data labeling, including AI segmentation tools and semantic masks. - Intuitive dataset, workflow, and model management for better control over your ML development pipeline. - Annotation services through official partners with expertise in niche industries. With advanced auto-labeling, quality assurance (QA), and team collaboration tools, V7 will help you reduce your data annotation time by 10x and assist you in developing more accurate AI solutions. Annotate any dataset with ease and seamlessly integrate V7 into your training data management and model development pipeline. - Create automatic pixel-level labels for instance segmentation. - Annotate lengthy videos with 100K+ frames and thousands of annotations. - Use multi-planar views and voxels for medical imaging and volumetric data. - Annotate medical file formats such as DICOM and NIfTI or whole-slide imaging. - Run your data through public ML tools, connect external models, or train your own AI in the cloud. - Scan text in any language, classify files, detect objects, and extract relevant information with AI. - Add key points and skeletons for activity recognition or pose estimation. - Assign user roles, manage access permissions, and allocate annotation tasks. You can seamlessly integrate V7 with your existing tech stack and import/export annotations with ease. Additionally, V7 empowers you to have complete control over your models, tasks, and datasets through the open API, Darwin-py SDK, and CLI. Try out one of the best MLOps and data labeling tools for computer vision for free: https://www.v7labs.com/sign-up

V7 Details
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V7 Community
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Product Description

Automated Image Annotation and Neural Network training. V7 is the most powerful platform to automatically create ground truth to enable AIs to learn. Trusted by the likes of Merck, GE Healthcare, and Stanford, our technology speeds up the creation of visual data labels by 10x.


Seller Details
Seller
V7
Year Founded
2018
HQ Location
London, England
Twitter
@v7labs
3,253 Twitter followers
LinkedIn® Page
www.linkedin.com
87 employees on LinkedIn®

Alberto R.
AR
Overview Provided by:

Recent V7 Reviews

Sphokazi S.
SS
Sphokazi S.Mid-Market (51-1000 emp.)
5.0 out of 5
"V7"
It's easy to use as a software and navigation is easily graspable
Derek V.
DV
Derek V.Small-Business (50 or fewer emp.)
5.0 out of 5
"A brilliant concept, superby executed"
Spreadsheet tech hasn't really changed since 1979 when VisiCalc was introduced with support for formulae in spreadshset cells. V7 has changed that ...
Verified User
U
Verified UserSmall-Business (50 or fewer emp.)
4.0 out of 5
"V7 is a very good image annotation tool"
It has automatic annotation tool like SAM, and it allows you to merge the polygons, which I find very handy.
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V7 Media

V7 Demo - Video annotation Interface
Auto-annotation features
V7 Demo - Dataset Annotation Workflows
Design custom workflows with AI models, review stages, and automations
V7 Demo - Medical Annotations
Medical imaging series automatically split into axial, coronal, and sagittal views
V7 Demo - BYOM & ML Model Training
Train your AI or connect external models in minutes
V7 Demo - Consensus Stage
Create blind tests and measure the degree of overlap between annotations added by selected labelers or models.
V7 Demo - Team Collaboration Tools
Share feedback and collaborate in real-time for quicker resolution of disagreements.
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53 V7 Reviews

4.8 out of 5
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53 V7 Reviews
4.8 out of 5
53 V7 Reviews
4.8 out of 5

V7 Pros and Cons

How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Cons

Overall Review Sentiment for V7Question

Time to Implement
<1 day
>12 months
Return on Investment
<6 months
48+ months
Ease of Setup
0 (Difficult)
10 (Easy)
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Verified User in Hospital & Health Care
UH
Mid-Market(51-1000 emp.)
More Options
Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about V7?

Darwin is a great tool for annotating. We found it very easy to manage images, annotations, and annotators. The images we use in our line of work should stress-test most image-processing services, but Darwin seems to operate fast enough for our satisfaction. There are some niche tools we use that are missing in the interface, but their support team is very responsive, I felt our feature requests are heard and being worked on. Review collected by and hosted on G2.com.

What do you dislike about V7?

Not a lot to be honest. If I have to write something, I guess the documentation is a bit rough on the edges. Review collected by and hosted on G2.com.

What problems is V7 solving and how is that benefiting you?

Annotation. We have a large number of large images that need to be annotated for training/evaluation purposes, and V7 is making it possible for us to assign annotators to images, let the annotators annotate with a rich set of annotation tools, review the annotations, and export them easily and fast. Review collected by and hosted on G2.com.

Luís Alexandre E.
LE
Professor Adjunto
Small-Business(50 or fewer emp.)
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Validated Reviewer
Review source: Organic
What do you like best about V7?

With V7 time-consuming tasks such as notes are performed in a very agile way. In addition, you can create and manage your scientific workflows with a very intuitive interface. Review collected by and hosted on G2.com.

What do you dislike about V7?

I'm still starting to use it, so far no problems. Review collected by and hosted on G2.com.

What problems is V7 solving and how is that benefiting you?

The incredible ease and speed of the annotation generation process Review collected by and hosted on G2.com.

JN
Software Engineer
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about V7?

- powerful API and tooling to quickly generate interpolated annotations which is so valuable for our unstructured data use case

- quick and responsive support

- active product roadmap with more great features coming Review collected by and hosted on G2.com.

What do you dislike about V7?

we've made some additional product requests around immutable video metadata and workflow management which are actively being worked on Review collected by and hosted on G2.com.

What problems is V7 solving and how is that benefiting you?

Generating tons of annotations for cheap. This is so valuable for us as my team is working with a particularly messy and large microscopic dataset of cell imagery Review collected by and hosted on G2.com.

Nilesh B.
NB
Founder
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Review source: Organic
(Original )Information
What do you like best about V7?

V7 delivers an extremely intuitive UI. The tool is very user-friendly and it doesn't take much time to get used to it. It has a shallow learning curve. Keyboard shortcuts are really helpful and they make it much easier to annotate data. We like their auto-annotation tool because it’s quite accurate and saves a lot of time.

The API support is nice as well. It allowed us to code our parsers as well as it allowed us directly upload data from the command line. We had no issues importing and exporting our data, which wasn’t always the case with other tools that we used. Great customer support, too. Review collected by and hosted on G2.com.

What do you dislike about V7?

To be honest, we haven't found any major dislike although we've been using it for more than 3 months. Everything is going smoothly so far. Review collected by and hosted on G2.com.

What problems is V7 solving and how is that benefiting you?

We are annotating image and video data for defect inspection. V7 helps us do it more efficiently and with higher accuracy. Review collected by and hosted on G2.com.

Benita A.
BA
Data Labeler
Mid-Market(51-1000 emp.)
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Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about V7?

V7 have the best customer service I've experienced in the industry, responding quickly to issues and keeping us posted on updates etc. Review collected by and hosted on G2.com.

What do you dislike about V7?

Honestly not much to complain about so far Review collected by and hosted on G2.com.

What problems is V7 solving and how is that benefiting you?

"I use V7 as part of a team to deliver large annotation projects where consistent quality on big datasets is key.'' Review collected by and hosted on G2.com.

Joseph J.
JJ
Machine Learning Engineer
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about V7?

Multiple options to select from when exporting annotations

s3 integration was just perfect for me as i was able to break the video down into frames automatically right after after upload. Review collected by and hosted on G2.com.

What do you dislike about V7?

far too often i'm been met with this problem where i have to delete and re-draw

the bounding box multiple times around the object before it gets segmented.

The error is about your system being down at the moment or that i a slow internet connection (which is not the case) Review collected by and hosted on G2.com.

What problems is V7 solving and how is that benefiting you?

product detection Review collected by and hosted on G2.com.

Verified User in Computer Software
AC
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about V7?

Annotating for complex tasks like segmentation is much easier with the auto-annotate tool. I no longer have to select all boundary points for creating segmentation maps as the tool allows me to draw a rough bounding box, creating a map on its own that can be tweaked to meet our requirements. Just recently the team introduced the option to plug in external models to annotate data and we are very excited to explore it in the upcoming months. The interface is also very intuitive so using the tool is quite easy, especially after you learn the keyboard shortcuts. Review collected by and hosted on G2.com.

What do you dislike about V7?

Nothing major with the annotation tool. While the CLI SDK is amazing for uploading data, it might be tricky for beginners. The documentation is a huge help here and is easy to follow. Review collected by and hosted on G2.com.

What problems is V7 solving and how is that benefiting you?

V7 is helping us build an autonomous weed detection and eradication mechanism for automation in the agricultural domain. So far, we really like that it helped us reduce the annotation time from a couple of days to hours. Review collected by and hosted on G2.com.

Verified User in Computer Software
UC
Mid-Market(51-1000 emp.)
More Options
Validated Reviewer
Verified Current User
Review source: Organic
(Original )Information
What do you like best about V7?

V7 has one of the best customer support teams I've ever come across. From the smooth onboarding to adding new features requested by us - they really listen to the feedback and are very responsive. The UI is very intuitive which helped us reduce the time spent on labeling. We label videos, and V7's interpolation features made it easier and faster to annotate our data. They also have an open API and allow for the import and export of data in multiple formats. Review collected by and hosted on G2.com.

What do you dislike about V7?

I have been using V7 for months now in a number of projects, but I don't have any major complaints. Some minor bugs and fixes that I suggested were fixed by the team on the go. Review collected by and hosted on G2.com.

Recommendations to others considering V7:

Try it out, especially if you have to label video data. So far, it's probably one of the most advanced video labeling platforms on the market. Review collected by and hosted on G2.com.

What problems is V7 solving and how is that benefiting you?

We are using V7 for keypoint skeleton annotation and it helped us speed up our labeling process. The filtering options give us a better overview of our data which makes it easier to manage complex datasets. Review collected by and hosted on G2.com.

Verified User in Hospital & Health Care
AH
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about V7?

I hadn't used V7 or any other type of AI software program prior and I've really enjoyed using and teaching others from my team how to use V7. It's quite intuitive after a short training. The customer service is amazing with quick feedback and they even create short videos to answer questions on how to use the interface. It's been a really great experience and the V7 team has been exceptional. I really love the interpolate tool and the shortcut keys. Review collected by and hosted on G2.com.

What do you dislike about V7?

That there may be features that I don't know about that might help me with labeling since the software is so robust. Review collected by and hosted on G2.com.

What problems is V7 solving and how is that benefiting you?

We are using AI to help us with ultrasound imaging. The benefits are that we could create more neat and helpful tools for our industry. Review collected by and hosted on G2.com.

Verified User in Industrial Automation
UI
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Review source: Organic
What do you like best about V7?

Auto Annotate is just amazing! I got to label about 10k objects for a prof of concept and was using AI Assisted labeling already, but it took 4 hours to annotate objects in one image (400+ objects per image, instance segmentation), even with AI.

Auto Annotate broke all my expectations regarding AI assisted labeling, an 8 fold speed up was beyond what I thought was possible from the point we were.

The learning curve is amazing, after you learn the keyboard shortcuts you will just fly. Review collected by and hosted on G2.com.

What do you dislike about V7?

Editting objects, is a bit tricky, and the fill brush dotted mask doesn't help much to see where I want to edit.

The comment tool is a bit weird to use, but gets the job done. Review collected by and hosted on G2.com.

What problems is V7 solving and how is that benefiting you?

Annotating instance segmentation masks for a prof of concept (time was of essence) with lota of objects per image.

We went from 4 hours per image to just 30 minutes. Review collected by and hosted on G2.com.