Artificial intelligence tech startup Chooch AI integrates synthetic data generation to radically accelerate computer vision deployment
In artificial intelligence, the use of synthetic data is critical for businesses due to privacy, product testing, and training machine learning algorithms. As such, synthetic data does not contain any personal information. Instead, it contains sample data that has a similar distribution with original data.
Synthetic data is artificial data generated with the purpose of preserving privacy, testing systems, or creating training data for machine learning algorithms. Synthetic data also has several use cases ranging from healthcare to smart cities and visual detection. One of the leading companies in AI visual detection is Chooch AI, a San Mateo, California-based AI tech startup that generates AI models for fast, accurate visual detection across a wide variety of industries
Today, Chooch AI announced its artificial intelligence modeling using synthetic data generation. Chooch generates synthetic data based both on CAD files and 2D images, and creates thousands of variations on annotated objects in images, changing angles, backgrounds, and obstructed views.
With AI-augmented computer training, Chooch AI can create datasets and high accuracy AI models in minutes even with a limited number of images.
“Our partners and customers wanted frictionless deployment from our computer vision platform. Now, Chooch Al can rapidly generate data and AI models in hours with synthetic data,” commented Chooch CEO and co-founder Emrah Gultekin. “Chooch can detect objects, actions, processes, coordinates, states, and we are proud to say Chooch both saves lives and increases efficiency.”
Chooch AI is a complete computer vision training and deployment platform that provides services across a wide variety of industries. Chooch AI is being used at scale for enterprise applications including geospatial, healthcare, security, media, industrial, and retail. Chooch end-to-end
Computer Vision provides AI as an easy-to-install download that automatically connects to local video feeds and begins performing computer vision tasks in minutes, on the edge, and in the cloud. Chooch AI said its models are now ready to deploy both in the cloud and on edge devices.
Frequently requested Al models are ready to deploy now from the Chooch AI dashboard. These include common visual detection tasks such as safety equipment compliance, smoke and fire, fall detection, license plate readers.
Synthetic data generation creating thousands of images and new AI-model training can often be executed in one day. Organizations have the choice to deploy in the cloud, onto edge devices, near-edge, or laptops desktops.
Applications and Industries include:
- Smart city: fall, fire and weapons detection
- Workplace Safety: PPE detection and proximity alerts
- Defect detection: manufacturing, infrastructure flaws
- Healthcare: cell counting, imaging analysis, smart ORs
Founded in 2015 by Emrah Gultekin and Hakan Gultekin, Chooch AI is the horizontal visual Al platform that replicates human visual tasks and processes by generating fast, accurate computer vision AI across a wide variety of industries.
Chooch proprietary technology has been deployed at scale for industries including geospatial, healthcare, security, media, industrial and retail and the US government. Its clients include Fortune 500 companies and the US Government. Partners include NVIDIA, Intel, Dell, Deloitte, Convergint, and Vantiq.