Segments

Segments.ai

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Claimed

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Overview

Segments.ai is a web-based data labeling platform used in computer vision applications. While some users suggest that it has limited customization options, it supports multi-sensor data like 2D images and 3D point clouds. Key features include ML-assisted labeling, real-time interpolation, and seamless integration with active learning pipelines for data annotation.

Segments.ai Specifications

  • Natural Language Dialogue
  • Smart Data Discovery
  • Self-Service Dashboards
  • Text to Speech & Speech to Text

Segments.ai Features

Multi-Sensor Data Fusion

This feature simultaneously enables data annotation from various sensors, such as 2D images and 3D point clouds. It ensures that the created annotations are coherent, consistent, and accurate across these data types.

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Batch Mode

It allows the user to label a dynamic object simply by drawing a box on the first frame. This feature automatically tracks objects in all successive frames, saving time when labeling moving objects.

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Merged Point Cloud

The feature stitches all the frames over a sequence into one big point cloud. It is very useful for annotating static objects accurately by providing a holistic view of the environment.

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Superpixel 2.0

This is an ML-powered tool for segmenting the coherent regions of an image in small image areas. The images can then be labeled more speedily and accurately, increasing efficiency in the labeling process.

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Autosegment

Segements.ai automatically generates segmentation masks by drawing a box around an object. It helps quickly label small or high-resolution objects, reducing manual efforts greatly.

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Segment Anything Model (SAM)

Using a zero-shot generalization, this model makes segments for every object in an image with a click. Segements.ai simplifies the segmentation process and greatly improves the efficiency of labeling.

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Pros And Cons of Segments.ai

Pros

  • Robust integration

  • User-friendly interface

  • Streamlined workflows with detailed documentation guides

  • Comprehensive and responsive customer support

Cons

  • Initial setup could be complex, according to some software users

  • Some users report that it has slow updates

Segments.ai Reviews

Total 18 reviews

4.9

All reviews are from verified customers

Rating Distribution

5

Stars

89%

4

Stars

11%

3

Stars

0%

2

Stars

0%

1

Stars

0%

Share your experience

ZN

Zehra N.

IT, 11-50 employees

Less than a year

5.0
October 2024

Recommended annotation tool

Pros

As a master's student, I struggled to find a reliable tool for 3D point cloud annotation until I discovered Segments.ai. They generously provided me with a free academic license, which was fantastic. This tool is precisely what I needed, it's easy to use, supports general formats like PCD (not just BIN formats), and they also send helpful emails and Google Colab notebooks.

Cons

There's really not much to dislike about Segments.ai. I'd love to see more videos on YouTube from them, as I find those incredibly useful.

Rating Distribution

Ease of use

10

Value for money

10

Customer Support

10

Functionality

10

A

Anonymous

IT, 500+ employees

Less than 6 months

5.0
October 2024

Very convenient

Pros

Collaborating on projects is a smooth with this tool. The interface is interactive, and the API is very responsive.

Cons

The tool could be faster when handling large point cloud sequences.

Rating Distribution

Ease of use

10

Value for money

9

Customer Support

10

Functionality

10

A

Anonymous

Not Specified, 11-50 employees

Less than 6 months

5.0
October 2024

Quite fast and impressive annotation tool

Pros

The interface is simple to use, and the export function works smoothly. I also appreciate the free academic access.

Cons

It would be great if we could export annotations directly from the web version without needing to use Python SDA.

Rating Distribution

Ease of use

10

Value for money

10

Customer Support

10

Functionality

9

Frequently Asked Questions

Does Segments.ai offer an API?

Yes, Segments.ai offers API.

What types of pricing plans does Segments.ai offer?

The Segments.ai cost is $9,600.00/year for the team plan, and two customized pricing plans are also available. Get pricing information according to your business requirements.

What language does Segments.ai support?

Segments.ai supports the English language only.

What other apps does Segments.ai integrate with?

Segments.ai integrates with Amazon Web Services, Azure, Data Bricks, Google Cloud, Lightly, Voxel51, Tensorflow, and Pytorch.

Who are the typical users of Segments.ai?

Typical users of Segments.ai are ML engineers in the automotive and robotics industries.

What level of support does Segments.ai offer?

Segments.ai offers phone, live chat, document guides, and email support.