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brat rapid annotation tool VS Segments.ai

Compare brat rapid annotation tool VS Segments.ai and see what are their differences

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brat rapid annotation tool logo brat rapid annotation tool

Online environment for collaborative text annotation.

Segments.ai logo Segments.ai

Multi-sensor labeling platform for robotics and autonomous driving
  • brat rapid annotation tool Landing page
    Landing page //
    2023-10-20
  • Segments.ai Homepage
    Homepage //
    2024-04-12

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.

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.

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

brat rapid annotation tool

Website
github.com
Pricing URL
-
$ Details
-
Platforms
-
Release Date
-
Edit details

Segments.ai

Website
segments.ai
Pricing URL
Official Segments.ai Pricing
$ Details
freemium €800.0 / Monthly (Includes 3,600 hours/yr of labeling usage)
Platforms
AWS Azure Python TensorFlow Hugging Face 🤗
Release Date
2020 January
Edit details

brat rapid annotation tool features and specs

No features have been listed yet.

Segments.ai features and specs

  • Image Segmentation
    Semantic Segmentation / Instance Segmentation / Panoptic Segmentation
  • Image Vector Labeling
    Bounding Boxes / Polygons / Polylines / Keypoints
  • Point Cloud Segmentation
    Semantic Segmentation / Instance Segmentation / Panoptic Segmentation
  • Point Cloud Vector Labeling
    Cuboids / Polygons / Polylines / Keypoints
  • ML-powered labeling tools
    SuperPixel 2.0 / Autosegment
  • Multi-sensor fusion
    2D and 3D overlay / 3D to 2D projections
  • Powerful Python SDK
  • Unlimited sized Point Clouds
    Unlimited

Analysis of Segments.ai

Overall verdict

  • Overall, Segments.ai is considered a good choice for those involved in machine learning and data annotation, particularly in the realm of computer vision. It is especially well-regarded for its user-friendly interface and robust feature set.

Why this product is good

  • Segments.ai is a platform that offers tools for training and managing machine learning models, particularly for computer vision tasks. It provides an interface for data annotation, dataset management, and model management with a focus on collaboration. The platform is known for its intuitive design, scalability, and integrations with various data sources and ML frameworks. The ability to handle large datasets efficiently and integrate seamlessly into existing workflows makes it a valuable tool for both individual practitioners and teams.

Recommended for

  • Data scientists working on computer vision projects
  • Teams requiring collaborative data annotation tools
  • Organizations needing scalable dataset and model management solutions
  • Researchers looking for an efficient tool to manage and annotate large datasets

brat rapid annotation tool videos

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Segments.ai videos

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3D point cloud labeling platform for autonomous vehicles and robotics | Segments ai

Category Popularity

0-100% (relative to brat rapid annotation tool and Segments.ai)

brat rapid annotation tool

Segments.ai

Data Science And Machine Learning
13 13%
Data Science And Machine Learning
87% 87
Data Labeling
10 10%
Data Labeling
90% 90
Image Annotation
10 10%
Image Annotation
90% 90
AI
16 16%
AI
84% 84

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What are some alternatives?

When comparing brat rapid annotation tool and Segments.ai, you can also consider the following products

Argilla.io - Argilla: the open-source data curation platform for LLMs

Labelbox - Build computer vision products for the real world

Dataloop AI - Enterprise grade data platform for AI systems in development and in production.

Supervisely - Supervisely helps people with and without machine learning expertise to create state-of-the-art...

Universal Data Tool - Machine learning, data labeling tool, computer vision, annotate-images, classification, dataset

Heartex - Heartex Label Studio powers internal data labeling operations to achieve the most competitive and differentiated ML/AI models at scale.

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