A growing wealth of sensor data is available for government and business intelligence. However, most of it goes untapped due to the labor-intensive tasks of review and analysis. Organizations need innovative tools and capabilities to more effectively and efficiently mine their expansive data for mission-critical insights. Using the latest advances in machine learning and deep learning, Pixelate provides the capability to learn from data to automatically identify and extract valuable content from image, video, text, time series, and audio/signal datasets.
- Accurate and scalable: Pixelate harnesses the unlimited potential of data, high-performance computing, and algorithms to enable machine learning on data of phenomenal size and complexity at human-level performance.
- Workforce multiplier: Pixelate augments human cognitive capacity to better reason about complex data and enables the analyst to focus on the deeper search for insight.
- Enterprise integration: Pixelate leverages mature, proven, and robust open-source technologies for easy, low-cost, low-risk integration of machine learning into enterprise applications.
- Training and development: Pixelate offers a comprehensive training curriculum on the theory and practical applications of machine learning to advance analysis and enhance decision-making.
- Convolutional and recurrent neural networks
- Computer vision
- Natural language processing
- Audio and signal processing
- Time series prediction and classification
- Anomaly detection