Datature

Easy to use, Fast turn around

Pros

The team behind the software is both supportive and efficient. Navigating the software's interface is simple, and there are plenty of tools available to enhance my experience and cut down on work time. Exporting and testing models using the provided scripts and documentation is also a seamless process.

Cons

While it's simple to export trainings, you're restricted by the computing minutes. This can lead to wasting valuable time on failed experiments. Still, it's understandable, as this is a tough issue to fully avoid and somewhat expected.

Datature is a very powerful web application for annotation and model training.

Pros

Datature offers a range of tools for annotating data and training models that can be deployed in production. The team is incredibly supportive and responsive, which I find invaluable. The annotation software is also simple and instinctive, making it easy to work with.

Cons

There's not much to say. The software is growing steadily, and bugs are being fixed while new features get rolled out daily.

Powerful and user-friendly for model training and deployment

Pros

We use the Nexus software extensively for PhD research at the National University of Singapore. It's incredibly easy to set up and use, allowing us to train and deploy various models quickly without needing to dive deep into technical details. The software also offers customization options, providing flexibility that other softwares don't. Plus, the pricing for annotation is reasonable.

Cons

The school has several AI research projects happening simultaneously, each with its own complexities. A software that provides end-to-end features and allows researchers to fine-tune the training and deployment process is incredibly powerful. After evaluating multiple options, we chose Datature, its Nexus software, and Intellibrush, which fit our needs perfectly.