CVAT.ai Reviews & Product Details

Working with the professional CVAT team was a great experience. They combined high speed with good quality, and whenever they had any doubts, they asked questions so we could move forward together. Their website was also very convenient and effective for reviewing work. Overall, it was a very positive experience. Review collected by and hosted on G2.com.

One minor challenge was that in some complex cases, it seemed like the data might have been labeled with slightly different approaches — possibly by different annotators or through a mix of manual and automated labeling. However, once we provided feedback, the team was quick to make the necessary corrections to preserve consistency in our dataset. Review collected by and hosted on G2.com.

As a company, we're using CVAT platform for annotations. Also we received the annotation service. It was a very good experience for us. All images annotated and handed over to us smoothly. Review collected by and hosted on G2.com.

Everything is in high quality. We didn't have any issues with both annotation service and platform itself. Review collected by and hosted on G2.com.

The CVAT team was very responsive and took into account our feedback over multiple iterations of reviewing the annotation work that they did for us. The quality of the annotations was excellent. Review collected by and hosted on G2.com.

There was nothing strikingly negative about CVAT. If using the user interface it might take some back and forth to get used to it, but most things we needed were there. Review collected by and hosted on G2.com.

The best Cvat.ai does is that it has many annotation options that works with different Computer vision algorithms. Boxed, polygon and even Segmentation annotations are possible. They have few Pretrained models to select and annotated based on them, or we could upload our custom pre trained computer vision model and annotation based on the already annotated dataset. Very helpful tool if you want work on custom models as well. Review collected by and hosted on G2.com.

Intially it can be little time consuming to figure out, how you uoload the data and start annotation. Not beginner friendly. Review collected by and hosted on G2.com.

What I like best about CVAT.ai is its intuitive interface and versatile annotation tools, which make it easy for students to handle data labeling efficiently. The platform’s collaborative features are also a big plus for group projects, helping streamline teamwork and improve productivity in the lab. Review collected by and hosted on G2.com.

One downside of CVAT.ai is its interface can be a bit complex for beginners. The array of features might be overwhelming, making it harder for new users to get started efficiently. Also, it can be slow when handling very large datasets, which can interrupt the workflow. Review collected by and hosted on G2.com.

I want to share my outstanding experience using CVAT.AI services for my medical imaging thesis! 🏥

Key highlights:

- Seamless integration with Google Cloud API for efficient CT scan image upload and hierarchical organization.

- Intuitive annotation tools that facilitated smooth collaboration with our radiologist team.

- Robust platform supporting professional medical image annotation workflows.

- Flexible annotation export capabilities that seamlessly integrated with our development pipeline.

Special thanks to CVAT.AI

co-founder Nikita Manovich for providing exceptional personal support when I encountered technical challenges. Review collected by and hosted on G2.com.

missing support for "large" images where each pixel is 16 bit. Review collected by and hosted on G2.com.

Due to its simplicity and flexibility, it is possible to recommend CVAT for image and video annotation. Again the organization features, the UI/UX which was developed from the feedback of the professional annotators, its easy and efficient for big projects. Review collected by and hosted on G2.com.

It is quite easy to get lost especially for the beginers, and some of the functions might make you dizzy especially to those who are conversant. However, the fact that the files contain detailed information will offset this problem. Review collected by and hosted on G2.com.

Set of features that beats most of other platforms. Clear documentatation. Versatility- you can set it up in various ways- in prems, locally, in cloud and ven hosted by CVAT.ai

Copmpelling list of features: all annotation styles you can imagine- AABB, OBB, masks, poins, lines, polygons.

And you can get oif for free if you;re budget tight, and pro version if you have the resources, enjoying both words.

Great support and documentation, you may not find in commersial tools Review collected by and hosted on G2.com.

Well, it can be overwelming- so many options, so manu choises. But that is the price of versatility Review collected by and hosted on G2.com.

They were very open and flexible to our requirements, a quite complex semantic segmentation of bio images. The annotation speed was amazing. The quality was also very good. Review collected by and hosted on G2.com.

Nothing special to mention. It may have taken some time to master the tool, reasonable anyway. Review collected by and hosted on G2.com.

Easy interface

Collaboration with others

Versatility in annotating the images

We can use pre trained models to annotate images

And it is open source Review collected by and hosted on G2.com.

Compared to others it might not have advanced features in automation

Integrating custom models might need more learning

There will be some limitations in terms of storage , and all in free version

There will be some lag Review collected by and hosted on G2.com.