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Description
Lilac is an open-source platform designed to help data and AI professionals enhance their products through better data management. It allows users to gain insights into their data via advanced search and filtering capabilities. Team collaboration is facilitated by a unified dataset, ensuring everyone has access to the same information. By implementing best practices for data curation, such as eliminating duplicates and personally identifiable information (PII), users can streamline their datasets, subsequently reducing training costs and time. The tool also features a diff viewer that allows users to visualize how changes in their pipeline affect data. Clustering is employed to categorize documents automatically by examining their text, grouping similar items together, which uncovers the underlying organization of the dataset. Lilac leverages cutting-edge algorithms and large language models (LLMs) to perform clustering and assign meaningful titles to the dataset contents. Additionally, users can conduct immediate keyword searches by simply entering terms into the search bar, paving the way for more sophisticated searches, such as concept or semantic searches, later on. Ultimately, Lilac empowers users to make data-driven decisions more efficiently and effectively.
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
Cohere
Docker
Google Cloud Platform
Hugging Face
Labelbox
Microsoft Azure
OpenAI
Python
Integrations
Amazon Web Services (AWS)
CVAT
Cohere
Docker
Google Cloud Platform
Hugging Face
Labelbox
Microsoft Azure
OpenAI
Python
Pricing Details
Free
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
Lilac
Country
United States
Website
www.lilacml.com
Vendor Details
Company Name
Visual Layer
Founded
2022
Country
Israel
Website
visual-layer.com
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)
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