Product Avatar Image

Segments.ai

Show rating breakdown
22 reviews
  • 1 profiles
  • 3 categories
Average star rating
4.6
Serving customers since
2020
Profile Filters

All Products & Services

Product Avatar Image
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

Profile Name

Star Rating

16
5
1
0
0

Segments.ai Reviews

Review Filters
Profile Name
Star Rating
16
5
1
0
0
Verified User in Research
UR
Verified User in Research
06/13/2023
Validated Reviewer
Review source: Organic

Powerful and easy to use point cloud annotation

It is easy to use, the GUI is responsive, I can do both semantic and instance segmentation and it is possible to hide annotated points - which makes things easier.
Matteo S.
MS
Matteo S.
Ph.D. Student and Research Assistant at The University of Bonn
06/09/2023
Validated Reviewer
Verified Current User
Review source: Organic

Extremely useful tool for 2D and 3D labeling!

I love all its features and how easy it is for both 2D and 3D labelling. The dataset creation and export is simple and intuitive. Labelling, especially in 2D, relies on many tools (superpixels, brushes, etc) that make the experience easy and straightforward to explain to an inexperienced person.
Sarina H.
SH
Sarina H.
Robotics Software Engineer
05/09/2023
Validated Reviewer
Review source: Organic

Useful Labelling Platform With Rich Features

My team was on the lookout for a tool to help us verify our 3D data algorithms, and was excited to see that segments.ai had a feature to overlay 3D point clouds with 2D images. This proved very useful at giving labellers context for what they were looking at in 3D, especially in noisy shots. Another feature that was very useful for us was the ability to visualise intensity point cloud, which was missing from several other platforms that we researched. Being able to visualise the intensity data well was critical for interpreting our point cloud meaningfully. Segments.ai a range of nice visualisation options such as point size and colour pallets, for us to toggle as we liked. Finally, the 3D label features were very handy. The configuration option to generate bounding boxes at pre-set object sizes was useful for us as we were working with a single object of known size. The interpolation between frames for point cloud sequences was also great, auto-generating estimated bounding boxes for subsequent frames after the first manual label. These features saved us a lot of time. Excellent labelling platform, especially for 3D data.

About

Contact

HQ Location:
Leuven, Vlaams-Brabant, Belgium

Social

@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