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About

CATMA is a web application for text annotation, analysis and visualization. It is specifically designed to emulate the flexible workflows of hermeneutic text interpretation. In CATMA you can work the way, which best fits your research question: qualitative or quantitative, bottom-up and exploratory, or descriptive and taxonomy-guided, individually or in a team—you choose. Version 6 comes with a bunch of new features. CATMA’s architecture is now centered around projects. Projects can contain Documents, Annotations, Tagsets and Members. The new roles-and-rights management options for project members make collaborative annotation easier to structure and organize. Analysis options via queries and visualizations have been improved and are now closely integrated. A set of pre-selected standard queries as well as several new visualization options are available. The user interface has been given a complete makeover. With its new and clear look, CATMA is now even more intuitive to use.

About

Visual Layer is a platform for working with large volumes of image and video data. It supports visual search, filtering, tagging, and dataset structuring across raw files, metadata, and labels. No code is required, and both technical and non-technical teams use it in production. Common applications include curating datasets for machine learning, auditing visual content for compliance, reviewing surveillance material, and preparing media for downstream platforms. The platform detects duplicates, mislabeled items, outliers, and low-quality files to improve data quality before model training or operational decision-making. It is model-agnostic, supports both cloud and on-premise deployment, and is built by the creators of Fastdup, the widely used open-source tool for visual deduplication.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Anyone who needs an open-source web application for computer assisted text markup and analysis

Audience

Enterprises and teams searching for a solution to simplify their visual data operations

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

$200/month
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

CATMA
Founded: 2009
Germany
catma.de/

Company Information

Visual Layer
Founded: 2022
Israel
visual-layer.com

Alternatives

Alternatives

COSTAQDA

COSTAQDA

Global Centre for Academic Research
QDA Miner

QDA Miner

Provalis Research

Categories

Categories

Qualitative Data Analysis Features

Annotations
Collaboration
Data Visualization
Media Analytics
Mixed Methods Research
Multi-Language
Qualitative Comparative Analysis
Quantitative Content Analysis
Sentiment Analysis
Statistical Analysis
Text Analytics
User Research Analysis

Qualitative Data Analysis Features

Annotations
Collaboration
Data Visualization
Media Analytics
Mixed Methods Research
Multi-Language
Qualitative Comparative Analysis
Quantitative Content Analysis
Sentiment Analysis
Statistical Analysis
Text Analytics
User Research Analysis

Artificial Intelligence Features

Chatbot
For eCommerce
For Healthcare
For Sales
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)

Computer Vision Features

Blob Detection & Analysis
Building Tools
Image Processing
Multiple Image Type Support
Reporting / Analytics Integration
Smart Camera Integration

Visual Search Features

Barcode Recognition
Catalog Management
Customer Activity Tracking
Filtering
Image Tagging
IP Protection
Mobile App
Optical Character Recognition
Product Recommendations
Product Search
Reverse Image Search
Video Search

Integrations

Amazon Web Services (AWS)
CVAT
Google Cloud Platform
Labelbox
Microsoft Azure

Integrations

Amazon Web Services (AWS)
CVAT
Google Cloud Platform
Labelbox
Microsoft Azure
Claim CATMA and update features and information
Claim CATMA and update features and information
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