Avis et détails du produit de Datature

Datature really makes the whole machine learning process damn easy, especially for computer vision stuff. Whether you're a tech expert or just starting out, their no-code/low-code platform has everything you need—dataset prep, image annotation, model training, and deployment—all in one place. No need to be a programming pro imo

They’re super focused on computer vision, so they’ve got all the right tools, like advanced annotation features and even dataset versioning, which makes life so much easier. Plus, the platform is built for teamwork, so everyone can collaborate smoothly on datasets and models without any headache.

When it’s time to deploy, their tools are straightforward and come with cool visualizations to help you understand what’s going on. Everything just works seamlessly, so it’s perfect for anyone or any team looking to speed up their AI projects without the usual stress. Avis collecté par et hébergé sur G2.com.

Datature does make machine learning a lot easier and more accessible, but for advanced users, it might feel a bit limiting. If you're the type who likes full control over things like customizing models, fine-tuning, or setting up unique workflows, it might not fully scratch that itch.

The no-code approach is solid for keeping things simple, but if you’re looking to dive deep into the technical stuff or experiment with super customized setups, it might not be enough. It’s good man, but maybe not for those who want to tinker at a pro level. Avis collecté par et hébergé sur G2.com.

It made the process of getting started with ML extremely easy from annotating images to choosing a model to train with. The best part of Datature to me is that they have youtube tutorials making the learning process that much easier. Avis collecté par et hébergé sur G2.com.

One of the annotation tools didn't have clear instructions on how to commit the annotation. But when I mentioned this issue within the slack channel someone was there to help me within a few hours. Avis collecté par et hébergé sur G2.com.

La plateforme Datature est très complète, avec des outils pour l'annotation jusqu'au déploiement des résultats graphiquement. Datature est très conviviale, intuitive, facile à mettre en œuvre et il y a beaucoup d'algorithmes de machine learning mis à jour. Leurs employés sont très agréables et ils répondent très rapidement, ils sont d'une grande aide. Avis collecté par et hébergé sur G2.com.

Le plan gratuit est très limité pour expérimenter toutes les fonctions sur la plateforme de Datature. De plus, je suis doctorant à l'Université Simón Bolívar et il n'y a pas de plan pour cela. Avis collecté par et hébergé sur G2.com.

Low code approach to building and training models Avis collecté par et hébergé sur G2.com.

Nothing noteworthing for the time being. Avis collecté par et hébergé sur G2.com.

The team is very helpful and efficient. It is easy to understand the platform interface, and there lots of tools to improve experience and decrease working duration. It is also easy to export models, and test them using provided scripts and documentation. Avis collecté par et hébergé sur G2.com.

Although it is easy to get trainings exported, you are limited by the computing minutes. Because of this, you may waste valuable allowance on failed experiments. Regardless, this is a hard issue to avoid and understandable and can be expected. Avis collecté par et hébergé sur G2.com.

Datature provides toolings to do the annotation and to train models that can be used in production. Moreover, they have a very helpful and responsive team, which is priceless! Moreover, the annotation platform is very easy and intuitive to use. Avis collecté par et hébergé sur G2.com.

Nothing much. The platform is growing and the bugs are being fixes and new features are rolled out every day. Avis collecté par et hébergé sur G2.com.

The whole process from uploading my images to annotating to training the model was so smooth and didn't require a lot of effort. I was able to set up the entire pipeline within days instead of months in my previous custom implementation. The CV applications that Datature support is also wide enough where they handle anywhere from classification to object detection to segmentation to keypoints. This made my life so much simpler has I no longer have to have custom code for each of these applications. Avis collecté par et hébergé sur G2.com.

A platform tour would be ideal for new users, but with the clear categorization of each step of the process it wasn't too difficult for me to get familiar with using it. Avis collecté par et hébergé sur G2.com.

Previously when I trained models on my own, I had to use Seaborn to plot graphs, run predictions on my own to check out the results. But Datature has it all - loss curves, prediction graphical visualizations across the checkpoints, and even an in-built confusion matrix! This is really helpful for my project as I instantly know what improvements to make to either my dataset or model settings based on the results I get. Avis collecté par et hébergé sur G2.com.

It would be nice if I could compare some of the loss curves between different trainings. Avis collecté par et hébergé sur G2.com.

Intellibrush is my go-to tool to annotate complex objects. It is extremely easy to use and it is able to produce quality segmentation for all of my datasets of different use cases. Thanks to the ease of use, my team has been using intellibrush frequently for all of our labelling needs. The platform also supports plenty of annotation formats which allows my team to easily transition and onboard our existing labels and data. Avis collecté par et hébergé sur G2.com.

Intellibrush occasionally isn't pixel-perfect for some weird objects, but they have an AI refine tool that fixes the issues most of the time. Avis collecté par et hébergé sur G2.com.

Datature provides a good range of model export formats that are catered to different deployment setups, so it's really easy to convert between the formats we need without having to train separate models using different architectures. Furthermore they provide good feature suite for deployment both in cloud and on edge set up. Avis collecté par et hébergé sur G2.com.

Optimizations like quantization aren't part of their default export feature, but we've been told this can be a custom integration on their Enterprise plan. Avis collecté par et hébergé sur G2.com.