Personally, I have learned a lot using V7 Darwin and we have benefitted as a company from its Annotation Tools and Interface. The UI is straightforward and the tools are clearly laid out, making the platform less difficult to understand compared to others. With just a few hours of exploration, a beginner can get used to the tools and shortcuts. At least that's how it was for me. We were tasked with labeling a very demanding project a while ago and it was thanks to Darwin's precise Polygon tool, merge/separation tools and visible time tracking on the interface, that we were able to deliver accurate-high quality labels in good time. Darwin is definitely my first choice if 'Speed and Accuracy' are the main targets.

I switched from Scale AI to V7 and I have been impressed with the UI. The colorful/simple UI makes it nice to work with. The annotated dataset has a colorful view especially when you turn on the sub-annotation feature. With video annotation, the interpolate feature is very useful, especially in the case of annotating moving vehicles, we find it makes video annotation less time-consuming. The polygon tool with the "merge" and "subtract" feature helps to prevent labeled datasets from overlapping. In the case of labeling human beings, you can merge the same parts of a human being as a single entity when it is being occluded by an object.

QA Workflow The ability to create different QA workflows is a feature that has helped our team a lot. We can have different levels of QA review of the same task before client delivery, this goes a long way to ensure our work is of the good quality. Support One of the best customer service support teams out there. They reach out and attend to issues being faced promptly, fix bugs, and are always open for feedback. Some features our team had requested were implemented, how cool is that? The V7 Support team has been very helpful - from onboarding to data management. Auto Annotate V7’s auto annotate feature cannot be ruled out. It is very responsive and accurate and such has reduced the amount of time we use during annotation. One can great multiple polygons of a complex object in seconds as compared to the normal way of annotating.