We use the Nexus platform extensively for PhD research and work at the National University of Singapore. The platform is extremely simple to set up and use, allowing researchers to train and deploy multiple types of models quickly and easily without getting into the nitty gritty. It also allows users to customize models where needed, giving maximum flexibility that other platforms do not offer. Annotation pricing is reasonable.

The Datature team has been super helpful with Q&A and taking feedback from our PhD students to improve on platform quality. Review collected by and hosted on G2.com.

Some researchers encounter some hiccups in the setup phase but the team addressed them very quickly. Review collected by and hosted on G2.com.

Datature's easy-to-use training pipeline helped me to get a working computer vision model in half a day. What used to take me a week grappling with coding bugs is now as simple as connecting blocks and customizing hyperparameters. Would definitely recommend if you are struggling with Jupyter notebooks. Review collected by and hosted on G2.com.

Some hyperparameters aren't tunable but I was told that it would be fully customizable soon! Review collected by and hosted on G2.com.

Datature had a great support team where they seamlessly onboarded our team onto their Nexus platform, and it instantly changed the way we work as a team. Instead of individually performing tasks such as annotations and experimentations, we now have a customizable workflow where we can delegate tasks based on workload and also review each other's annotations to make sure we don't make any mistakes. Review collected by and hosted on G2.com.

I'd like there to be an option where I can sample a few images to review for QC, so that I don't have to go through the whole dataset myself. Review collected by and hosted on G2.com.

Datature has a lot of features that make it easy to label, design and train models. I enjoy how easy it is for a novice like me to use, while still offering powerful, cutting edge models. Review collected by and hosted on G2.com.

I dislike that I cannot host on-premise or in my VPC (yet). From what I understand it's in the roadmap. Review collected by and hosted on G2.com.

The platform has many tools for labelling data quickly. Users can easily customize and train models. It also shows how well the model is doing with clear metrics and performance checkpoints. Review collected by and hosted on G2.com.

Everything is going well; there are no issues or problems. Review collected by and hosted on G2.com.

1) Easy interface that greatly facilitates training neural networks without getting bogged down in Python code.

2) Excellent customer service and attention. I have received devoted help in establishing pipelines for my goals.

3) Clear documentation and how-to videos. Review collected by and hosted on G2.com.

Currently there is no support to import existing neural networks and the platform doesn't support depth maps, but they say they're working on accomodating both functions. Review collected by and hosted on G2.com.

I'm really impressed with Datature's platform, especially the IntelliBrush feature that streamlines the data labeling process. The option to hire labelers and the range of models for transfer learning available are also very helpful. The platform's data integration modules and technical support team are also great benefits. Review collected by and hosted on G2.com.

I found it a bit challenging to use and interpret some of the new advanced features - it would be good to add a changelog so that we can understand the platform changes and hidden features. Review collected by and hosted on G2.com.

The user interface is very easy to use and the customer support is so helpful making contact with me within hours of making a request. You can build a deep learning machine vision model in just a few minutes! Review collected by and hosted on G2.com.

Nothing at all. I have had no issues using the product or services. Review collected by and hosted on G2.com.

The platform provides various tools for labelling data very efficiently. It also allows users to effortlessly train models with various customisation options. The model evaluation metrics and checkpoint performances are also well visualised so users have a good sense of how the model is doing. Review collected by and hosted on G2.com.

I really have no complaints! It works just as I would like it to. Review collected by and hosted on G2.com.

I am impressed by how Datature's platform streamlines the entire process from data labeling to model training and deployment. The IntelliBrush is a game-changer, making the labeling process quick and efficient. The platform also offers very helpful features like the option to hire labelers and a range of algorithms to try out. They also provide data augmentation services to increase the diversity of the coverage in the feature space to make the model more robust. The technical support team is also top-notch and always ready to assist. Review collected by and hosted on G2.com.

It's really hard to think of any. Perhaps, they can use AIGC for better data augmentation. Review collected by and hosted on G2.com.