ezML - Computer Vision for Apps
Open siteOffice & Productivity
Introduction
Cloud-based platform for easy CV integration.
ezML - Computer Vision for Apps Product Information
ezML — Enterprise Computer Vision Video Analysis
ezML is an enterprise-grade computer vision platform that provides prebuilt video analysis solutions, AI-driven data insights, and customizable CV services for business applications. It enables multi-modal search, high-accuracy visual analytics, and scalable deployment to extract temporal insights from vast video data.
What it offers
- Prebuilt CV solutions and specialized video analysis tools to accelerate integration for enterprise use
- Multi-modal search engine that lets you search video data using natural language and generate new insights
- State-of-the-art synthetic data generation and auto-labeling to expand datasets and boost model performance
- Data science and deployment services to optimize existing models, datasets, and GPU-heavy workflows
- AutoML, fine-tuning, CVops observability, and hybrid deployments for scalable, reliable production
- API library to seamlessly integrate cutting-edge CV models into your applications
- Industry-specific custom services, including sports, combat, and other domains via Swim AI and related offerings
How it works
- Use prebuilt or custom computer vision models to analyze video data (tracking, action recognition, 3D reconstruction, diffusion-based generation, etc.).
- Leverage the API library to integrate CV capabilities into your apps with scalable deployment and monitoring.
- Generate synthetic data and labels to boost dataset size and model performance. Apply domain-specific fine-tuning and RAG for task-specific improvements.
- Access insights, automated reports, and real-time notifications from visual data, including event recognition and 3D scene reconstruction.
Core capabilities
- Prebuilt CV solutions and specialized video analysis tools for rapid enterprise integration
- Video analytics: object tracking, action recognition, 3D reconstruction from multi-camera setups
- Diffusion-based data generation and fine-tuning for image/video synthesis and transformation
- Visual Question Answering (VQA) and VLM-based tasks for domain-specific insights
- Visual RAG and domain fine-tuning to tailor models to specific tasks
- Video dataset management, labeling, and synthetic data generation to scale datasets 10x
- Hybrid deployments and scalable infrastructure with auto-scaling, reliability, and observability
- Comprehensive CV APIs to integrate advanced models into existing applications
- Industry-focused solutions (e.g., Sports AI, Swim AI) and custom computer vision services
Solutions and Services
- Data Science as a Service: expert model development, tuning, and optimization to maximize performance
- AutoML & Fine-tuning CVops: streamlined model iteration and production-grade tuning
- Data labeling and synthetic data generation: 10x-50x increases in training data diversity and size
- Video analysis and search: semantic video search and insights generation from large archives
- Custom services and collaborative consulting: long-term CV partnerships and prebuilt developer models
- API access: seamless integration of cutting-edge CV models into existing systems
- Swim AI and other specialized computer vision services for sports and domain-specific use cases
Why choose ezML
- 10+ years of experience in model development, research, and optimization
- Enterprise-grade reliability with scalable GPU-enabled workloads
- Continuous model updates with access to the latest CV research
- Transparent, consultative partnerships tailored to YOUR goals
How to get started
- Book a consultation or request a quote to discuss your CV needs and desired outcomes.
- Explore the API library and prebuilt solutions to identify quick-win deployments.
- Plan a hybrid deployment that fits your data governance and latency requirements.
Related offerings
- Video Semantic Search
- Swim AI (specialized computer vision for swim analysis)
- Combat AI, Soccer/Stage Sports AI (and other domain-specific solutions)
Core Features
- Prebuilt CV solutions and specialized video analysis tools for quick enterprise integration
- Video analytics: tracking, action recognition, 3D reconstruction from multi-camera setups
- Synthetic data generation and auto-labeling to expand datasets 10x
- Data Science as a Service and expert model tuning
- AutoML, CVops observability, and scalable deployments
- Rich CV APIs for seamless integration into existing apps
- Domain-specific services (e.g., Swim AI, Sports AI) for targeted insights