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From 4 hours to 30 minutes
What do you like best about the product?
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.
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.
What do you dislike about the product?
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.
The comment tool is a bit weird to use, but gets the job done.
What problems is the product 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.
We went from 4 hours per image to just 30 minutes.
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Annotating for agriculture.
What do you like best about the product?
The user interface is really intuitive, and the reviewing cycle allows management of teams in an organized manner.
What do you dislike about the product?
I would like that the smart annotating tool enable creating multiple polygons for one object with one run (without having to merge polygons)
What problems is the product solving and how is that benefiting you?
We are annotating images to develop computer vision solutions in agriculture. Keeping annotators organized and supervised is the biggest benefits for our company.
Annotation tool used in MRI's for a machine learning project
What do you like best about the product?
The built-in auto annotation and the ability to train an ai to handle annotations are great advantages V7 over its competitors. We used this software with dicoms of MRIs and the software was able to create very precise polygons even with little data provided. Another great advantage from a data science point of view are the multiple exportation options.
What do you dislike about the product?
Pricing listed is a bit vague and the functionality with a tablet is still a bit subpar/not thought through.
What problems is the product solving and how is that benefiting you?
While there are many DICOM viewers on the market, only very few can actually create and export annotations used in object detection/image segmentation tasks. Of those, I think V7 is the best solution currently commercially available.
Great tech and support
What do you like best about the product?
The interface is easy to navigate and intuitive. Support is prompt and knowledgable. The auto-annotate tool is world-class and saves substantial time for semantic pixel labeling.
What do you dislike about the product?
Limited handling for video with random motion. I think you could apply some basic optical flow techniques across the whole image to provide better projection of annotations from one frame to the next.
What problems is the product solving and how is that benefiting you?
Scaling up labeling for datasets for an agricultural robotics application. It enables us to outsource labeling when we don't have the time to do it in house.
Great tool for annotation
What do you like best about the product?
The V7 video annotation tool we found to be very useful. The interpolation feature allows the time per task to be cut by almost 50%.
What do you dislike about the product?
You can export annotations in COCO format but it is missing skeletons.
What problems is the product solving and how is that benefiting you?
We are working with keypoint annotation for pose estimation. V7 is especially powerful for videos.
Impeccable onboarding experience & engagement
What do you like best about the product?
My absolute favorite part of using V7 is the expertise the team brings to the table. Folks at my organization are subject-matter experts that sometimes have computer literacy issues, and the V7 team is comprehensive and thoughtful in their user experience design.
What do you dislike about the product?
So far, I've not experienced any downsides. I wish there were more straightforward ways to assign or reassign things for tagging, but those are merely minor feature requests.
What problems is the product solving and how is that benefiting you?
We're working on training an embedded computer vision system that isn't performing as effectively as we would like. V7's tool is the annotation layer for tagging objects that need to be recognized using the device's detection system.
Recommendations to others considering the product:
Go with it! Highly recommend.
Great for people who are starting in ML
What do you like best about the product?
Very easy to use and saves a lot of time
What do you dislike about the product?
Althoug they have a trial access for people who are interested to use their service, they unfortunately do not provide any plans for academic students purposes
What problems is the product solving and how is that benefiting you?
Saved a lot of time annotating my datasets and the stress I have avoided could be estimated weeks of suffering
Great onboarding and first few weeks! Tool is really easy to use and our annotators like it.
What do you like best about the product?
The skeleton annotation tool is handy, and it is easy to upload pre-annotations. The onboarding and customer experience were excellent!
What do you dislike about the product?
The lack of visibility when spelling mistakes are made in the skeleton classes. It was not clear that I had made an error. My fault, of course, but had to ask V7 for help which they promptly gave!
What problems is the product solving and how is that benefiting you?
Solving skeleton tracking problems. Benefits being easy uploading/exporting of annotations, quick annotating with the skeleton tool, and subpixel accurate annotations.
Machine Learning for Biotechnology Company
What do you like best about the product?
James and Alberto are very hands on with the whole process and constantly providing prompt feedback and help along the way.
What do you dislike about the product?
Not much complaint about V7. Still in the piloting process so support has been great.
What problems is the product solving and how is that benefiting you?
We're developing a model to automate a part of our pipeline. It has already shown that the end product would save us a lot of time at the current pilot stage.
Absolutely brilliant
What do you like best about the product?
I love the things we can do with V7
Downside doesn’t recognize hidden d damage
Downside doesn’t recognize hidden d damage
What do you dislike about the product?
we should be able to say replace panel along with distortion
What problems is the product solving and how is that benefiting you?
Recognizing dents to distortions panel and identifying cracks from chips class
Recommendations to others considering the product:
add more information we currently have cracks, dents distortions, rust , Outwood dents
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