CVAT
WHEN ANNOTATION BECOMES
A PIECE OF CAKE
CVAT, OR COMPUTER VISION ANNOTATION TOOL, IS A FREE, OPEN SOURCE, WEB-BASED ANNOTATION TOOL FOR IMAGES AND VIDEOS!
NEOVISION USED THIS EXPERT TOOL TO PERFORM THE FIRST TAGGING AND OTHER ANNOTATION TASKS FOR ITS COMPUTER VISION PROJECTS.
Annotation, a step as crucial as it is daunting… If this task is time-consuming, it’s because it requires a lot of thoroughness, rigor but also endurance. This is because most of the time, datasets do not contain only a few dozen images.
Moreover, if the annotation of visual data is not correctly done (as for the rest of the data), learning quality will be strongly impacted. Therefore, annotations should not be neglected and a double expertise is necessary to validate them: an expertise in data science and a business expertise (which allows to correctly interpret the data).
This desire to do the right thing is part of Neovision’s DNA, which leads its technical team to seek out the best tools available in open source, and CVAT is one of them. This tool allows Neovision to offer quality annotation while increasing productivity. This makes algorithms’ task of using this data so much easier.
A COMPLETE VISUAL ANNOTATION
All visual annotation tasks in a single tool
Whatever your visual data (RGB images, infrared images, videos, etc.), you can annotate it with CVAT. With this comprehensive tool, you can perform different types of visual annotations!
You can use CVAT for :
- object detection,
- image classification,
- image segmentation,
- tracking…
In short, if you need to annotate images or videos, CVAT is the right tool for you!
A TOOL AS POWERFUL AS IT IS PLEASANT
A very well thought-out and practical suite of features.
The CVAT tool is full of powerful and interesting features that make the annotation task more pleasant and efficient. It is possible to automate certain steps.
For example, you can use shape interpolation between key images, annotate semi-automatically thanks to Deep Learning models, create shortcuts for critical and repetitive tasks, or view and track the different annotation projects via a dashboard…
As you can see, it is difficult to find a more complete and powerful annotation tool than CVAT today!
A TOOL & NEOVISION SUPPORT
Benefit from Neovision’s support and expertise
Finding the right tool is already a big step forward. But that’s not always enough, since some annotation tasks require real data science expertise. That’s why Neovision offers a range of services that will allow you to exploit the full potential of the CVAT tool and therefore of your data.
Integration of specific models
CVAT allows you to automate part of the annotation process using Deep Learning models. But not all models are relevant or available. Neovision allows you to choose and integrate the one you need.
Neovision coaching and training
Getting started with CVAT can be complicated for a novice. Does your team need help annotating data? We train them to use CVAT to make it easier for them to get started and unleash the full potential of the tool while capitalizing on your business expertise.
Neovision’s CVAT service offering
Nobody in your company seems to be able to handle this annotation task? You are unsure of your capabilities? Neovision will annotate your data with CVAT. Our team can start from scratch or audit what you did on your end.