What is CoreViz?
Learn about CoreViz's architecture, concepts, and capabilities
Introduction to CoreViz
CoreViz is a comprehensive visual AI assistant platform designed to help organizations index, process, and analyze large-scale image and video datasets. Built for modern AI workflows, CoreViz bridges the gap between raw visual data and actionable insights.
What is CoreViz?
CoreViz transforms how you work with visual content by providing:
- Intelligent Indexing: Automatically extract metadata, objects, and features from your visual content
- Advanced Search: Find content using natural language, visual similarity, or specific criteria
- AI-Powered Analysis: Leverage specialized workflows for domain-specific tasks
- Scalable Processing: Handle datasets from gigabytes to petabytes efficiently
CoreViz vs Traditional Solutions
Unlike traditional file storage or basic image galleries, CoreViz understands the content of your images and videos, making them searchable and analyzable at scale.
Core Concepts
Understanding these key concepts will help you get the most out of CoreViz:
Organizations
Your top-level workspace that contains all your datasets and configurations. Organizations help you separate different projects, teams, or use cases.
Datasets
Collections of related visual content within an organization. Think of datasets as folders that group your content by project, category, or purpose.
Entities
Specific types of content within a dataset. Entities define what you're uploading (e.g., "Product Photos", "Security Footage", "Medical Images") and can have custom metadata schemas.
Media Items
Individual images or videos that have been uploaded and processed. Each media item is automatically analyzed and indexed for search and analysis.
Architecture Overview
CoreViz is built on a modern, scalable architecture:
Storage Layer
Efficient storage and retrieval systems that handle large-scale visual data with automatic optimization and compression.
AI Processing Engine
Advanced computer vision models that extract features, detect objects, and generate metadata from your visual content.
Search & Retrieval
Multi-modal search capabilities that combine text, visual similarity, and metadata filtering for precise content discovery.
Workflow Engine
Specialized processing pipelines for domain-specific tasks like medical imaging, security analysis, and content moderation.
Key Capabilities
1. Bulk Processing
Upload and process thousands of images or hours of video content simultaneously. CoreViz automatically handles:
- Format validation and conversion
- Metadata extraction
- Feature vector generation
- Object detection and classification
- Content indexing
2. Intelligent Search
Find content using multiple search modalities:
Natural Language Search
"red car in parking lot"
"person wearing blue shirt"
"product with visible logo"Visual Similarity Search Upload a reference image to find visually similar content across your entire dataset.
Object-Based Search
"find all images containing cars"
"videos with people in them"
"images with text or signs"Metadata Filtering Filter by file properties, processing status, custom tags, or detected objects.
3. AI-Powered Analysis
CoreViz includes specialized workflows for various domains:
- Medical Imaging: X-ray analysis, bone segmentation, anomaly detection
- Security & Surveillance: Person detection, object tracking, anomaly identification
- E-commerce: Product recognition, visual similarity matching
- Research: Scientific image analysis and pattern recognition
4. Scalable Infrastructure
Built to handle enterprise-scale requirements:
- Horizontal Scaling: Add processing power as your data grows
- Global CDN: Fast content delivery worldwide
- Redundancy: Multiple copies of your data for reliability
- Security: Enterprise-grade encryption and access controls
Use Cases
CoreViz serves a wide range of industries and applications:
Healthcare & Medical
- Medical image analysis and diagnosis support
- X-ray and MRI processing
- Patient data organization and retrieval
- Research dataset management
Security & Surveillance
- Video surveillance analysis
- Person and object tracking
- Anomaly detection in security footage
- Evidence management for law enforcement
E-commerce & Retail
- Product catalog management
- Visual similarity search for recommendations
- Inventory tracking with visual verification
- Quality control and defect detection
Media & Entertainment
- Content library organization
- Duplicate detection and removal
- Archive management and search
Research & Academia
- Scientific image analysis
- Dataset organization and sharing
- Pattern recognition in research data
- Collaborative research workflows
Getting Started
Ready to begin your CoreViz journey? Here's how to get started:
- Sign Up: Create your account at lab.coreviz.io
- Create Organization: Set up your workspace
- Upload Content: Start with a small dataset to familiarize yourself with the interface
- Explore Search: Try different search methods to understand the capabilities
- Scale Up: Gradually increase your dataset size as you become comfortable
Need Help?
Check out our Quick Start Guide for step-by-step instructions, or explore our Guides for detailed feature documentation.
Next Steps
Now that you understand CoreViz's core concepts and capabilities:
- Learn the Interface: Explore our Guides to master the web interface
- Understand Workflows: Discover AI workflows for your specific use case
- Advanced Features: Dive into bulk operations and integrations
- Best Practices: Review performance tips for optimal results
CoreViz is designed to grow with your needs. Start small, experiment with different features, and gradually scale your usage as you become more comfortable with the platform.