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What is Visual Layer?

Visual Layer helps organizations manage and improve large-scale image and video datasets. It offers a centralized platform to search, clean, organize, and prepare visual data—streamlining work across machine learning, compliance, and operational teams. The platform identifies duplicates, errors, and outliers in datasets, enabling faster decisions and better model performance. It integrates easily into existing systems and workflows, with deployment options that support cloud, on-premise, and hybrid environments. Visual Layer is compatible with any ML model or vendor stack. Built by the team behind Fastdup—an open-source industry standard for visual deduplication—it brings trusted foundations to enterprise use cases. Non-technical teams can use the platform with no code, while technical users can plug it into their pipelines directly.

What is VGG Image Search Engine?

The VGG Image Search Engine (VISE) serves as an open-source tool that allows users to conduct visual searches across vast collections of images by using specific image regions as search queries. Developed and maintained by the Visual Geometry Group (VGG) at the University of Oxford's Department of Engineering Science, this software is released under a license that supports unrestricted use in both academic and commercial settings. To promote a vibrant open-source community surrounding VISE, we welcome contributions and encourage active involvement in its ongoing enhancement. Contributors can participate by reporting bugs, improving documentation, adding new features, or making refinements through merge requests. The Visual Geometry Group is dedicated to the ongoing development, upkeep, and support of VISE at least until November 2025, ensuring its relevance and utility. Additionally, users are invited to submit their inquiries or report any issues they face with the VISE software through our GitLab issues portal, facilitating a collaborative effort to strengthen the platform further and enhance user experience. This collective engagement not only enriches the project but also cultivates a sense of community among users and developers alike.

Media

Media

Integrations Supported

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

Integrations Supported

API Availability

Has API

API Availability

Pricing Information

$200/month
Final pricing depends on several factors, including:

The format and resolution of your data
Total dataset size (duration and storage)
Infrastructure preference (e.g. Cloud vs. On-Demand instances)
And other possible circumstances and details
Free Version
Free Trial Offered?

Pricing Information

Pricing not provided
Free Version

Supported Platforms

SaaS
On-Prem

Supported Platforms

Windows
Mac
Linux

Customer Service / Support

Web-Based Support

Customer Service / Support

Standard Support
Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub
Online Training

Company Facts

Organization Name

Visual Layer

Date Founded

2022

Company Location

Israel

Company Website

visual-layer.com

Company Facts

Organization Name

Visual Geometry Group

Company Location

United Kingdom

Company Website

www.robots.ox.ac.uk/~vgg/software/vise/

Categories and Features

AI Tools

Not specified

Artificial Intelligence

For Healthcare
Image Recognition
Machine Learning
Natural Language Processing

Computer Vision

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

Data Extraction

Not specified

Data Management

Not specified

Qualitative Data Analysis

Collaboration
Data Visualization
Mixed Methods Research

Visual Search

Barcode Recognition
Filtering
Image Tagging
Optical Character Recognition
Video Search

Categories and Features

Visual Search

Not specified

Popular Alternatives

Popular Alternatives

VISE Reviews & Ratings

VISE

Vise