Playbooks
Playbook
How to Annotate Digital Pathology Images for AI
Are you a pathologist looking for ways to improve your annotation of tissue samples? This article provides best practices and tips to help you speed up the process. Learn how to label and organize datasets, use auto-annotation tools, and benefit from existing datasets for digital pathology tasks.
Product Updates
product update
Update
V7 Go Update: Visualize AI citations and information sources in PDFs
A strategic shift towards more transparent, accurate, and reliable AI. See exactly where your AI models draw their conclusions and reasoning from.
July 15, 2024
5
mins read
product update
Update
Introducing Auto-Track: Seamless Object Segmentation in Videos
Explore V7’s Auto-Track feature for faster video annotation. Use automated instance segmentation and object tracking across frames to reduce delivery times for video labeling projects.
February 22, 2024
10
mins read
product update
Update
New Enhancements for Medical Image Segmentation in V7
Discover how V7's new features for medical image segmentation can transform your radiology projects with advanced 3D visualization, custom layouts, improved segmentation models, and more.
February 22, 2024
10
mins read
product update
Update
V7 Introduces Multi/Single Select Properties
With customizable properties like Multi Select and Single Select, users can now enrich their datasets with detailed classifications. This update facilitates better dataset management, scalability, and adaptability, as well as training more accurate models.
December 13, 2023
10
mins read
Case Studies
Case study
How Vivan Therapeutics Uses V7 to Provide Drug Screens to Cancer Patients Faster
"The V7 platform is very user-friendly, especially the easy-to-use workflows and semi-automated labeling features. I’ve also enjoyed the relationship and feedback cycle with the V7 labeling team who works with us."
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 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."
Product Updates
product update
Update
V7 Go Update: Visualize AI citations and information sources in PDFs
A strategic shift towards more transparent, accurate, and reliable AI. See exactly where your AI models draw their conclusions and reasoning from.
July 15, 2024
5
mins read
product update
Update
Introducing Auto-Track: Seamless Object Segmentation in Videos
Explore V7’s Auto-Track feature for faster video annotation. Use automated instance segmentation and object tracking across frames to reduce delivery times for video labeling projects.
February 22, 2024
10
mins read
product update
Update
New Enhancements for Medical Image Segmentation in V7
Discover how V7's new features for medical image segmentation can transform your radiology projects with advanced 3D visualization, custom layouts, improved segmentation models, and more.
February 22, 2024
10
mins read
product update
Update
V7 Introduces Multi/Single Select Properties
With customizable properties like Multi Select and Single Select, users can now enrich their datasets with detailed classifications. This update facilitates better dataset management, scalability, and adaptability, as well as training more accurate models.
December 13, 2023
10
mins read
product update
Update
Introducing Advanced Dataset Filters in V7
Optimize your training data management and annotation workflow with V7's advanced dataset filters. Identify critical data points with filters based on users, status, properties, or classes.
December 13, 2023
7
mins read
product update
Update
Enhanced Reporting in V7: Get Quality Insights Into Your Team’s Efficiency
Track, analyze, and optimize your data annotation workflows with ease. Explore new reporting features available in V7 for a deeper understanding of your datasets and labeling process.
November 20, 2023
8
mins read
product update
Update
Launching Video Annotation for 100K Frames and Beyond
V7 can now handle video files that are 10x longer, and with 700x more annotations! We've updated our annotation interface and backend video processing to make working with video datasets more intuitive, faster, and flexible.
October 24, 2023
8
mins read
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
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
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
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
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
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
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
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
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
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
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
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
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