Key Resources for Building AI

Explore our most up-to-date resources, tackling the pros, pitfalls, and processes of building AI products.
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Guides

The Enterprise Guide to Building AI-Powered Products
Guide
The Enterprise Guide to Building AI-Powered Products
In this comprehensive guide, we break apart the process of building AI-powered enterprise products - and outline the tips, tricks, and trends for successful AI.
Training Data Ops Software: Build or Buy?
Guide
Training Data Ops Software: Build or Buy?
Should you build or buy your training data operations software? In this free guide, we dive into build vs. buy dilemma and explore the pros and cons of each approach.
Simplify Your Training Data Platform Buying Process
Guide
Simplify Your Training Data Platform Buying Process
Easily compare multiple vendors with a set of free worksheets and gain clarity on which training data platform is the best choice for your team.

Webinars

Beyond Baseline Accuracy: Developing Industry-Ready LLMs
webinars
Beyond Baseline Accuracy: Developing Industry-Ready LLMs
Expert panel discussion covering the future of AI safety, prompt engineering, and emerging tools for enhancing Foundation Models accuracy.
What's Next for Large Language Models
webinars
What's Next for Large Language Models
Join us for a compelling fireside chat that will delve into the horizon for Large Language Model capabilities and tooling.
Accelerating AI Product Development in Digital Pathology with Advanced Workflows
webinars
Accelerating AI Product Development in Digital Pathology with Advanced Workflows
Explore how to streamline the development of AI medical models using advanced workflows and automated QA.
Optimize Your Training Data Pipeline for Accuracy and Speed
webinars
Optimize Your Training Data Pipeline for Accuracy and Speed
A live demo of how teams can leverage tools available to them to accelerate and automate the labelling process.

Product Updates

Hugging Face Integration: Easier Way to Use External Models
product update
Update
Hugging Face Integration: Easier Way to Use External Models
Learn how to incorporate Hugging Face models into your V7 data annotation projects. Discover a wide array of models that will help you save costs and build better AI.
September 20, 2023
5
mins read
See more->
Multi-Planar Annotations: Explore 3D Voxel Masks
product update
Update
Multi-Planar Annotations: Explore 3D Voxel Masks
V7 now allows you to seamlessly integrate volumetric masks, enabling detailed 3D reconstructions of regions of interest. With the capability to adjust voxels from any perspective, you can achieve unmatched consistency and precision in your annotations.
September 20, 2023
6
mins read
See more->
Introducing Semantic Segmentation with V7 Masks 🎭
product update
Update
Introducing Semantic Segmentation with V7 Masks 🎭
Unlock the potential of masks in V7 to achieve precise pixel-level labeling and semantic segmentation. Find out to increase annotation accuracy and simplify the editing process.
August 16, 2023
6
mins read
See more->
Introducing SSC (Stage-Specific Classes)  🗂️
product update
Update
Introducing SSC (Stage-Specific Classes) 🗂️
Streamline your annotation process and enhance customization with stage-specific classes. Assign classes and annotators to individual stages, providing greater control and simplifying the annotation experience.
June 22, 2023
4
mins read
See more->
Introducing BYOM UI  🧷
product update
Update
Introducing BYOM UI 🧷
Do you want to connect V7 with your own models or use third-party AI solutions? With our latest update, you can easily register and configure external models.
June 19, 2023
4
mins read
See more->
ALR: Work with Dense Annotations Effortlessly 🗺️
product update
Update
ALR: Work with Dense Annotations Effortlessly 🗺️
Up to 17x speed improvement in Annotation Action with Accelerated Label Rendering (ALR). Check it out.
June 2, 2023
5
mins read
See more->
Enhanced V7 Auto-Annotate Powered by SAM 🪄
product update
Update
Enhanced V7 Auto-Annotate Powered by SAM 🪄
Discover the updated V7 Auto-Annotate tool powered by Segment Anything (SAM). Learn how the new SAM engine can enhance your ML training data and solve segmentation tasks.
May 11, 2023
4
mins read
See more->
Create Classes and Sub-Annotations in One-Click 🪄
product update
Update
Create Classes and Sub-Annotations in One-Click 🪄
Create, edit, search, and map classes within your datasets from a single page and get full visibility over your data.
May 10, 2023
3
mins read
See more->
 Streamline Collaboration with Comment Tool 2.0 💬
product update
Update
Streamline Collaboration with Comment Tool 2.0 💬
Collaborate & spot errors efficiently with Comment Tool 2.0. Resolve disagreements faster with the Issues Tab, and use the chat widget to communicate with your team in real-time.
April 28, 2023
1
mins read
See more->
Build Custom Automations With the Webhook Stage 🔗
product update
Update
Build Custom Automations With the Webhook Stage 🔗
Explore the Webhook Stage for seamless integration between applications in V7. Learn what webhooks are and how they can enhance your custom ML workflows.
April 12, 2023
7
mins read
See more->
Improve Training Data Quality With the Logic Stage 🚀
product update
Update
Improve Training Data Quality With the Logic Stage 🚀
Get an in-depth understanding of Logic Stages. Learn how to use the Logic Stage module to identify undesirable data points and accelerate the development of your AI models.
April 3, 2023
5
mins read
See more->
New Sampling Stage for Faster Quality Assurance 🧪
product update
Update
New Sampling Stage for Faster Quality Assurance 🧪
Discover how to effectively utilize the Sampling Stage for quality assurance of your datasets. Uncover the optimal use cases for streamlining workflows and accelerating review processes.
April 2, 2023
6
mins read
See more->
Introducing the Consensus Stage for Improved QA 🤝
product update
Update
Introducing the Consensus Stage for Improved QA 🤝
This stage helps users ensure accuracy, consistency, and quality of annotated datasets while minimizing manual review time. It also allows for comparison of model and human performance.
March 26, 2023
8
mins read
See more->

Webinars

Beyond Baseline Accuracy: Developing Industry-Ready LLMs
webinars
Beyond Baseline Accuracy: Developing Industry-Ready LLMs
Expert panel discussion covering the future of AI safety, prompt engineering, and emerging tools for enhancing Foundation Models accuracy.
What's Next for Large Language Models
webinars
What's Next for Large Language Models
Join us for a compelling fireside chat that will delve into the horizon for Large Language Model capabilities and tooling.
Accelerating AI Product Development in Digital Pathology with Advanced Workflows
webinars
Accelerating AI Product Development in Digital Pathology with Advanced Workflows
Explore how to streamline the development of AI medical models using advanced workflows and automated QA.
Optimize Your Training Data Pipeline for Accuracy and Speed
webinars
Optimize Your Training Data Pipeline for Accuracy and Speed
A live demo of how teams can leverage tools available to them to accelerate and automate the labelling process.

Guides

The Enterprise Guide to Building AI-Powered Products
Guide
The Enterprise Guide to Building AI-Powered Products
In this comprehensive guide, we break apart the process of building AI-powered enterprise products - and outline the tips, tricks, and trends for successful AI.
Training Data Ops Software: Build or Buy?
Guide
Training Data Ops Software: Build or Buy?
Should you build or buy your training data operations software? In this free guide, we dive into build vs. buy dilemma and explore the pros and cons of each approach.
Simplify Your Training Data Platform Buying Process
Guide
Simplify Your Training Data Platform Buying Process
Easily compare multiple vendors with a set of free worksheets and gain clarity on which training data platform is the best choice for your team.

Case Studies

Case study
How Safari AI Improved Model Accuracy and Reduced Time to Delivery by 50% with V7
"We are leveraging V7’s model-assisted labeling in our workflows, which helps us decrease the cost per image labeled and cuts in half the time to delivery."
Case study
How InformAI used V7 to build an organ volume estimation model achieving 97% accuracy
"The S3 integration for external storage was a must-have to protect the privileged clinical data. Based on our research, V7 was the only labeling platform that offered that along with browser access and DICOM functionality."
Case study
How Imidex uses V7 to Detect Pulmonary Nodules, Indicative of Lung Cancer
“We conducted an extensive research of annotation tools and ultimately chose V7 as it fits our needs best due to its customizable workflows, simple setup, consensus stages, and the ability to monitor annotator performance and project progress."
Case study
How MTC is Using V7 to Build AI for Sorting and Segregating Nuclear Waste
“V7 sped up our labeling 9–10x. The appeal of using V7 is that it’s commercial off-the-shelf, very intuitive, and easy to use for non-technical people involved in our project."
Case study
How Abyss Uses V7 to Advance Critical Infrastructure Inspections
"We label terabytes of data per platform across thousands of platforms. From the operations perspective—unless we did drastic developments, the scale of the projects requires a tool like V7 to succeed"
Case study
How Genmab Uses V7 to Speed Up Tumor Detection in Digital Pathology Images
"We use V7 for digital pathology image annotation - it streamlines the process so that we can get the data in the easy-to-parse format for ML purposes."
Case study
How Intelligent Ultrasound used V7 to Double the Speed of their Training Data Pipelines
“Thanks to V7, the image annotation is 30% faster, and considering the whole process - transferring files and QA - we more than doubled the number of images we can label in the same span of time.”
Case study
How Miovision is Using V7 to Build Smart Cities
"We chose V7 because we wanted to build new types of workflows. We had our own system, but we wanted it to accomplish additional tasks, like create other annotation types, re-annotations, annotations on videos—activities that would be a lot of effort in development."
Case study
How University of Lincoln Used V7 to Achieve 95% AI Model Accuracy
"We needed a tool that could do annotating and data versioning because we distribute our tools to farms, and we need to make sure that they have the same version of data for the same models."
Case study
How CattleEye Uses V7 to Develop AI Models 10x Faster
"V7 is really easy to use and has great customer support—bugs are fixed, email support is very fast, and feature requests are delivered as promised."

Product Updates

Hugging Face Integration: Easier Way to Use External Models
product update
Update
Hugging Face Integration: Easier Way to Use External Models
Learn how to incorporate Hugging Face models into your V7 data annotation projects. Discover a wide array of models that will help you save costs and build better AI.
September 20, 2023
5
mins read
See more->
Multi-Planar Annotations: Explore 3D Voxel Masks
product update
Update
Multi-Planar Annotations: Explore 3D Voxel Masks
V7 now allows you to seamlessly integrate volumetric masks, enabling detailed 3D reconstructions of regions of interest. With the capability to adjust voxels from any perspective, you can achieve unmatched consistency and precision in your annotations.
September 20, 2023
6
mins read
See more->
Introducing Semantic Segmentation with V7 Masks 🎭
product update
Update
Introducing Semantic Segmentation with V7 Masks 🎭
Unlock the potential of masks in V7 to achieve precise pixel-level labeling and semantic segmentation. Find out to increase annotation accuracy and simplify the editing process.
August 16, 2023
6
mins read
See more->
Introducing SSC (Stage-Specific Classes)  🗂️
product update
Update
Introducing SSC (Stage-Specific Classes) 🗂️
Streamline your annotation process and enhance customization with stage-specific classes. Assign classes and annotators to individual stages, providing greater control and simplifying the annotation experience.
June 22, 2023
4
mins read
See more->
Introducing BYOM UI  🧷
product update
Update
Introducing BYOM UI 🧷
Do you want to connect V7 with your own models or use third-party AI solutions? With our latest update, you can easily register and configure external models.
June 19, 2023
4
mins read
See more->
ALR: Work with Dense Annotations Effortlessly 🗺️
product update
Update
ALR: Work with Dense Annotations Effortlessly 🗺️
Up to 17x speed improvement in Annotation Action with Accelerated Label Rendering (ALR). Check it out.
June 2, 2023
5
mins read
See more->
Enhanced V7 Auto-Annotate Powered by SAM 🪄
product update
Update
Enhanced V7 Auto-Annotate Powered by SAM 🪄
Discover the updated V7 Auto-Annotate tool powered by Segment Anything (SAM). Learn how the new SAM engine can enhance your ML training data and solve segmentation tasks.
May 11, 2023
4
mins read
See more->
Create Classes and Sub-Annotations in One-Click 🪄
product update
Update
Create Classes and Sub-Annotations in One-Click 🪄
Create, edit, search, and map classes within your datasets from a single page and get full visibility over your data.
May 10, 2023
3
mins read
See more->
 Streamline Collaboration with Comment Tool 2.0 💬
product update
Update
Streamline Collaboration with Comment Tool 2.0 💬
Collaborate & spot errors efficiently with Comment Tool 2.0. Resolve disagreements faster with the Issues Tab, and use the chat widget to communicate with your team in real-time.
April 28, 2023
1
mins read
See more->
Build Custom Automations With the Webhook Stage 🔗
product update
Update
Build Custom Automations With the Webhook Stage 🔗
Explore the Webhook Stage for seamless integration between applications in V7. Learn what webhooks are and how they can enhance your custom ML workflows.
April 12, 2023
7
mins read
See more->
Improve Training Data Quality With the Logic Stage 🚀
product update
Update
Improve Training Data Quality With the Logic Stage 🚀
Get an in-depth understanding of Logic Stages. Learn how to use the Logic Stage module to identify undesirable data points and accelerate the development of your AI models.
April 3, 2023
5
mins read
See more->
New Sampling Stage for Faster Quality Assurance 🧪
product update
Update
New Sampling Stage for Faster Quality Assurance 🧪
Discover how to effectively utilize the Sampling Stage for quality assurance of your datasets. Uncover the optimal use cases for streamlining workflows and accelerating review processes.
April 2, 2023
6
mins read
See more->
Introducing the Consensus Stage for Improved QA 🤝
product update
Update
Introducing the Consensus Stage for Improved QA 🤝
This stage helps users ensure accuracy, consistency, and quality of annotated datasets while minimizing manual review time. It also allows for comparison of model and human performance.
March 26, 2023
8
mins read
See more->
Gain Control of Your Training Data
15,000+ ML engineers can’t be wrong