Top Rated Datature Alternatives
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. Review collected by and hosted on G2.com.
It would be nice if I could compare some of the loss curves between different trainings. Review collected by and hosted on G2.com.
30 out of 31 Total Reviews for 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. Review collected by and hosted on 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. Review collected by and hosted on 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. Review collected by and hosted on 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. Review collected by and hosted on G2.com.
Datature platform is a very completed, begin with tools for Annotation until the deployment of the Results graphically. Datature is very friendly, intuitive, ease implementation and there are a lot of algoritm for machine learning updated; Their worker are very nice and they answer very quickly, they are helpfully a lot. Review collected by and hosted on G2.com.
The plan free is very limited for experience all the functions over the Datature´s platform. Also I am PhD student at Simón Bolívar University and there is not plan for that. Review collected by and hosted on 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. Review collected by and hosted on 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. Review collected by and hosted on G2.com.
Datature's platform is super easy to use, making it great for beginners who aren't experts in deep learning. It has tons of features to choose from, and its data tools are super efficient, which is perfect if you don't have a lot of data. I love how it's so straightforward and practical. Plus, it's great for teamwork because you can collaborate online with your team. Review collected by and hosted on G2.com.
Training minutes are limited on the Free plan so there’s not a lot of room for experimentation, but otherwise it’s more than enough to quickly get started with a working model! Review collected by and hosted on 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. Review collected by and hosted on G2.com.
Nothing much. The platform is growing and the bugs are being fixes and new features are rolled out every day. Review collected by and hosted on 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. Review collected by and hosted on 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. Review collected by and hosted on 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. Review collected by and hosted on 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. Review collected by and hosted on 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. Review collected by and hosted on 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. Review collected by and hosted on G2.com.
