Average Ratings 0 Ratings
Average Ratings 0 Ratings
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
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
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