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Average Ratings 0 Ratings

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features
design
support

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Write a Review

Description

CERF provides affordable data management and oversight for your lab, business, or organization. The CERF server is the heart of the system. It can be installed on-premise or on an Amazon slice or any other host of your choosing. Your scientists and managers can securely access the data stored on your CERF server using the free Macintosh and iOS client apps. The CERF client apps give users unprecedented access to their data. They can store, retrieve, retrieve, share, or locate files, and manage, categorize, and organize the details of their ongoing research. There are many import and export options that can be used to get any type of data into and out of CERF. CERF's advanced semantic meta technologies will allow your downstream audience to make sense of your data, even decades or decades later.

Description

Visual Layer is a production-grade platform built for teams handling image and video datasets at scale. It enables direct interaction with visual data—searching, filtering, labeling, and analyzing—without needing custom scripts or manual sorting. Originally developed by the creators of Fastdup, it extends the same deduplication capabilities into full dataset workflows. Designed to be infrastructure-agnostic, Visual Layer can run entirely on-premise, in the cloud, or embedded via API. It's model-agnostic too, making it useful for debugging, cleaning, or pretraining tasks in any ML pipeline. The system flags anomalies, catch mislabeled frames, and surfaces diverse subsets to improve generalization and reduce noise. It fits into existing pipelines without requiring migration or vendor lock-in, and supports engineers and ops teams alike.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Amazon Web Services (AWS) No 
CVAT No 
Google Cloud Platform No 
Labelbox No 
Microsoft Azure No 

Integrations

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

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

$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 Trial Yes 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises Yes 
iPhone App Yes 
iPad App Yes 
Android App No 
Windows Yes 
Mac Yes 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Lab-Ally

Founded

2013

Country

United States

Website

lab-ally.com

Vendor Details

Company Name

Visual Layer

Founded

2022

Country

Israel

Website

visual-layer.com

Product Features

Document Management

Access Controls Yes 
Archiving & Retention Yes 
Collaboration Tools Yes 
Compliance Tracking Yes 
Document Archiving Yes 
Document Assembly Yes 
Document Capture No 
Document Conversion Yes 
Document Delivery Yes 
Document Indexing Yes 
Document Retention Yes 
Electronic Signature Yes 
Email Management Yes 
File Recovery Yes 
File Type Conversion Yes 
Forms Management Yes 
Full Text Search Yes 
Offline Access Yes 
Optical Character Recognition Yes 
Print Management Yes 
Version Control Yes 

Product Features

Artificial Intelligence

Chatbot No 
For Healthcare Yes 
For Sales No 
For eCommerce No 
Image Recognition Yes 
Machine Learning Yes 
Multi-Language No 
Natural Language Processing Yes 
Predictive Analytics No 
Process/Workflow Automation No 
Rules-Based Automation No 
Virtual Personal Assistant (VPA) No 

Computer Vision

Blob Detection & Analysis Yes 
Building Tools No 
Image Processing Yes 
Multiple Image Type Support Yes 
Reporting / Analytics Integration Yes 
Smart Camera Integration Yes 

Data Extraction

Disparate Data Collection No 
Document Extraction No 
Email Address Extraction No 
IP Address Extraction No 
Image Extraction No 
Phone Number Extraction No 
Pricing Extraction No 
Web Data Extraction No 

Data Management

Customer Data No 
Data Analysis No 
Data Capture No 
Data Integration No 
Data Migration No 
Data Quality Control No 
Data Security No 
Information Governance No 
Master Data Management No 
Match & Merge No 

Qualitative Data Analysis

Annotations No 
Collaboration Yes 
Data Visualization Yes 
Media Analytics No 
Mixed Methods Research Yes 
Multi-Language No 
Qualitative Comparative Analysis No 
Quantitative Content Analysis No 
Sentiment Analysis No 
Statistical Analysis No 
Text Analytics No 
User Research Analysis No 

Visual Search

Barcode Recognition Yes 
Catalog Management No 
Customer Activity Tracking No 
Filtering Yes 
IP Protection No 
Image Tagging Yes 
Mobile App No 
Optical Character Recognition Yes 
Product Recommendations No 
Product Search No 
Reverse Image Search No 
Video Search Yes 

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