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Segments.ai

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22 reviews
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4.6
Serving customers since
2020
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Segments.ai

22 reviews

Segments.ai is a fast and accurate data labeling platform for multi-sensor data annotation. You can obtain segmentation labels, vector labels, and more via the intuitive labeling interfaces for images, videos, and 3D point clouds (lidar and RGBD). Image Segmentation - Semantic segmentation - Instance segmentation - Panoptic segmentation - ML-powered labeling tools: DeepPixels and Autosegment Image Vector Labeling - Bounding boxes - Polygons - Polylines - Keypoints Point Cloud Segmentation - Semantic segmentation - Instance segmentation - Panoptic segmentation Point Cloud Vector Labeling - Cuboids / 3D bounding boxes - 3D keypoints - Polygons and polylines Video labeling - Label sequences of data fast with interpolation and ML assistance. - Label merged 3D point clouds of unlimited size. - Label 3D sequences faster with batch mode and merged point cloud view. Sensor fusion: visualize and label multiple modalities in the same interface Build your clever annotation workflow exactly how you want, with the flexibility you need to get the job done quickly and efficiently. Segments.ai is a self-serve platform with dedicated support from our core team of engineers when you need it. - A Python SDK that finally makes sense - Documentation to make the setup feel like a breeze - Self-serve with support only when you are stuck, so we don't slow you down - Automatically trigger actions using webhooks - Connect your cloud provider (AWS, Google Cloud, Azure) - Export to popular ML frameworks (PyTorch, TensorFlow, Hugging Face 🤗) Onboard your workforce or use one of our workforce partners. Our management tools make it easy to label and review large datasets together. Get started with a free trial today at https://segments.ai/join

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Segments.ai Reviews

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Viktor T.
VT
Viktor T.
07/11/2023
Validated Reviewer
Verified Current User
Review source: Organic

This is the best segmentation tool that I have worked with so far

The best thing about segments.ai is how fast one can label images. With other tools that I have used it could take up to 5 minutes to label one image. But with segments.ai it can take as little as 10-20 seconds to label one image with several classes. The reason for why it is so easy to label images with segments.ai is that this product comes with several different features such as edit with superpixels, brush, polygon etc and it also comes with autosegmentation (which as of now is in beta mode). Moreover, as a manager it is also very easy to se statistics for each labeler and this product also has a very nice review function so that you easily can correct mistakes. However, mistake seldomly happens, since this tool make it so easy to label iamges. Furthermore, once you are done with a labeling project there is an amazing python SDK that makes it very easy to download both images and segmentation bitmaps. I would also like to add that when I encounter a problems with segments.ai (which rarely happens), their team are very quick to respond and they are extremely helpful.
Verified User in E-Learning
UE
Verified User in E-Learning
06/30/2023
Validated Reviewer
Verified Current User
Review source: Organic

Very good product!

The tool is very easy to use. It is easy to upload data sets, label large spaces with the superpixel tool, and then clean it up with the paint tool. Hotkeys to toggle overlays and switch between labels. Pretty intuitive features, and the developers are very open to questions
Gianmarco R.
GR
Gianmarco R.
University of Bonn - Ph.D. for Agricultural Robotics
06/14/2023
Validated Reviewer
Review source: Organic

Helpful Software for Labeling Duties

I like that the software provides different levels of coarseness for the segmentation, helping the user to catch small details or big objects at once without the need to restart it. It is also easy to correct the segments whenever small parts are wrongly assigned to them, using the coarseness level or just doing it by hand.

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HQ Location:
Leuven, Vlaams-Brabant, Belgium

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@SegmentsAI

What is Segments.ai?

Segments.ai is a platform designed to streamline and enhance the process of creating high-quality training data for computer vision models. The platform aids teams in labeling, reviewing, and managing datasets more efficiently. Segments.ai offers features specifically tailored for tasks like semantic segmentation, instance segmentation, and other annotation types which require precise and detailed input. It's particularly beneficial for AI developers and data scientists who require robust datasets to train models for various applications, such as autonomous driving, medical imaging, or any scenario where accurate visual recognition is crucial. The platform integrates into existing workflows, providing tools to automate and collaborate on the data annotation process, aiming to reduce time and effort while increasing the accuracy of the outcomes.

Details

Year Founded
2020
Website
segments.ai