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What is Colabeler?

The platform offers features such as image categorization, bounding box detection, polygon annotation, curve tracing, and 3D positioning. Furthermore, it also includes capabilities for video tracking, text categorization, and named entity recognition. Users can enhance their experience by creating custom task plugins to design their own labeling tools. Files can easily be exported in the PascalVoc XML format, which aligns with the standard used by ImageNet, in addition to the CoreNLP format. This software is designed to work across various operating systems, including Windows, Mac, CentOS, and Ubuntu. Such compatibility guarantees that users can effortlessly incorporate it into their current workflows, enhancing productivity and efficiency. As a result, this platform caters to a wide range of labeling needs across different applications.

What is Automaton AI?

With Automaton AI's ADVIT, users can easily generate, oversee, and improve high-quality training data along with DNN models, all integrated into one seamless platform. This tool automatically fine-tunes data and readies it for different phases of the computer vision pipeline. It also takes care of data labeling automatically and simplifies in-house data workflows. Users are equipped to manage both structured and unstructured datasets, including video, image, and text formats, while executing automatic functions that enhance data for every step of the deep learning journey. Once the data is meticulously labeled and passes quality checks, users can start training their own models. Effective DNN training involves tweaking hyperparameters like batch size and learning rate to ensure peak performance. Furthermore, the platform facilitates optimization and transfer learning on pre-existing models to boost overall accuracy. After completing training, users can effortlessly deploy their models into a production environment. ADVIT also features model versioning, which enables real-time tracking of development progress and accuracy metrics. By leveraging a pre-trained DNN model for auto-labeling, users can significantly enhance their model's precision, guaranteeing exceptional results throughout the machine learning lifecycle. Ultimately, this all-encompassing solution not only simplifies the development process but also empowers users to achieve outstanding outcomes in their projects, paving the way for innovations in various fields.

Media

Media

Integrations Supported

Additional information not provided

Integrations Supported

Additional information not provided

API Availability

Has API

API Availability

Pricing Information

Pricing not provided

Pricing Information

Pricing not provided

Supported Platforms

Windows
Mac
Linux

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Standard Support
Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub
Online Training
On-Site Training

Company Facts

Organization Name

Colabeler

Company Location

China

Company Website

www.colabeler.com

Company Facts

Organization Name

Automaton AI

Date Founded

2019

Company Location

India

Company Website

automatonai.com

Categories and Features

Data Annotation

Not specified

Data Labeling

Labeling Automation
Labeling Quality
Polygon, Rectangle, Line, Point
SDK
Team Collaboration

Image Annotation

Not specified

Video Annotation

Not specified

Categories and Features

Data Annotation

Not specified

Data Labeling

Not specified

Deep Learning

Not specified

Image Annotation

Not specified

Machine Learning

Not specified

Neural Network

Not specified

Video Annotation

Not specified

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