This startup offers an API platform that modularizes machine learning, enabling efficient recognition and search capabilities with fewer training samples. Their horizontal platform allows various industries to implement accurate recognition and search functionalities into their applications.
Funding
Funding not disclosed
Founders
Product
Problem
Current AI/ML image recognition technologies require extensive training data, lack accuracy in recognizing fine details and 3D objects from various angles, and demand significant computational resources. This makes them expensive, energy-intensive, and unsuitable for mobile or edge computing applications.
Solution
Z Advanced Computing (ZAC) offers a 3D image recognition and search platform based on Cognitive Explainable-AI (CXAI) that overcomes the limitations of traditional AI/ML algorithms. ZAC's technology mimics human learning by using Concept Learning, enabling it to achieve high accuracy with as few as 5 to 50 training samples. The platform recognizes objects in 3D from any view direction in still images or video, while requiring significantly less computational power and energy, making it ideal for various applications, including mobile and edge computing.
Target Audience
ZAC's platform targets diverse industries, including medical imaging/diagnostics, drug discovery, e-commerce/retail, smart homes, manufacturing, defense, and autonomous vehicles, seeking efficient and accurate image recognition and search capabilities.
Features
- Detailed 3D image recognition from any view direction, even with limited training data (5-50 samples)
- Cognitive Explainable-AI (CXAI) that mimics human concept learning for improved accuracy and robustness
- Lower computational resource requirements, enabling deployment on CPUs and low-power devices
- Reduced energy consumption and carbon footprint, aligning with sustainability goals
- Modular and scalable learning, allowing for cumulative knowledge acquisition
- Multi-modal learning and recognition, integrating data from various sensors and sources
- Anomaly detection capabilities for identifying rare events and deviations
- Intelligent tracking with video summarization