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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
API Access
Has API
Integrations
Amazon Web Services (AWS)
CVAT
Google Cloud Platform
Labelbox
Microsoft Azure
Integrations
Amazon Web Services (AWS)
CVAT
Google Cloud Platform
Labelbox
Microsoft Azure
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
$200/month
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
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
Archiving & Retention
Collaboration Tools
Compliance Tracking
Document Archiving
Document Assembly
Document Capture
Document Conversion
Document Delivery
Document Indexing
Document Retention
Electronic Signature
Email Management
File Recovery
File Type Conversion
Forms Management
Full Text Search
Offline Access
Optical Character Recognition
Print Management
Version Control
Product Features
Artificial Intelligence
Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)
Computer Vision
Blob Detection & Analysis
Building Tools
Image Processing
Multiple Image Type Support
Reporting / Analytics Integration
Smart Camera Integration
Data Extraction
Disparate Data Collection
Document Extraction
Email Address Extraction
IP Address Extraction
Image Extraction
Phone Number Extraction
Pricing Extraction
Web Data Extraction
Data Management
Customer Data
Data Analysis
Data Capture
Data Integration
Data Migration
Data Quality Control
Data Security
Information Governance
Master Data Management
Match & Merge
Qualitative Data Analysis
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
Visual Search
Barcode Recognition
Catalog Management
Customer Activity Tracking
Filtering
IP Protection
Image Tagging
Mobile App
Optical Character Recognition
Product Recommendations
Product Search
Reverse Image Search
Video Search