Unlock the Full Potential of Your RF Spectrum with GANNDALF
Tired of the complexities and specialized expertise required to harness the power of AI/ML for RF applications?GANNDALF (General Automated Neural Network Development and Adaptive Learning Framework), developed by the pioneers at Expedition Technology (EXP), shatters these barriers. Our revolutionary tool suite empowers organizations, regardless of their AI/ML proficiency, to rapidly develop, train, and deploy cutting-edge RF machine learning models – saving you time, resources, and unlocking unprecedented insights from your RF data.
Empowering Your RF Experts, Not Just AI Specialists
Imagine your RF domain experts, armed with their deep understanding of signals, effortlessly building and deploying sophisticated AI/ML models. GANNDALF makes this a reality. We’ve designed an intuitive framework that bridges the gap between RF expertise and machine learning, enabling your team to create robust solutions without needing a PhD in artificial intelligence. Focus on what you know best – the intricacies of RF signals – and let GANNDALF handle the complexities of AI/ML.
Seamlessly Integrate and Adapt to Your Unique Workflow
GANNDALF is built for flexibility. Whether you’re starting from scratch, incrementally improving existing models, or bootstrapping new projects, our framework seamlessly integrates into your current workflows. Dedicated “Processing Sockets” for signal pre-processing, model inference, and learning analytics ensure peak performance and continuous improvement of your AI/ML models. Our MLOps pipeline actively monitors model performance and intelligently archives data and new labels, streamlining the retraining process and keeping your models sharp.
Tailored Solutions for Your Mission-Critical Applications
One size rarely fits all, especially in the diverse world of RF applications. GANNDALF’s innovative overlay system allows you to precisely tailor the framework to your specific needs. From wideband spectral awareness to narrowband classification and advanced RF fingerprining, our customizable overlays plug directly into the inference pipeline, providing the exact tools and functionalities you require for mission success. This includes AI model and model-unique labeling, simulation, visualization, and analytic capabilities – all specific to the application.
Introducing the Powerhouse Within: RFML Forge and RFML Runner
GANNDALF isn’t just a collection of tools; it’s a cohesive ecosystem. RFML Forge, our powerful training workflow tool suite, provides everything you need for efficient dataset curation, comprehensive trained model management, and in-depth forensic analysis of results. Once your models are finely tuned in RFML Forge, seamlessly deploy them with RFML Runner, our high-performance inference engine optimized for a variety of target platforms, including edge GPUs and FPGAs, ensuring lightning-fast execution where and when you need it most.
Data-Driven Insights: The Foundation of Effective RFML
We understand that high-quality data is the lifeblood of effective machine learning. GANNDALF’s robust data management system is designed to organize, manage, and intelligently curate vast amounts of RF data. Our integrated Data Labeling Suiteleverages the power of deep learning to assist in the efficient and accurate labeling of your datasets. This intelligent assistance not only speeds up the labeling process but also improves the quality of your training data, leading to more accurate and reliable models.
Adapt and Thrive in Dynamic RF Environments
The RF landscape is constantly evolving. GANNDALF’s Model Maintenance provides the agility you need to keep your AI/ML models performing optimally in the face of new data and changing environments. Our groundbreaking wavegen tool empowers you to generate additional labeled data elements rapidly and cost-effectively, often with as little as a single new data sample. This proprietary technology significantly reduces the time and cost associated with model updates, ensuring your solutions remain effective in even the most dynamic and rapidly changing operational landscapes. Imagine creating a new, mission-ready model in as little as a day – GANNDALF makes it possible.
The EXP Advantage: Years of RF ML Innovation Now at Your Fingertips
Expedition Technology (EXP) has been at the forefront of Machine Learning innovation since 2013, developing and refining these powerful tools for our own demanding internal workflows. Now, we’re bringing this expertise directly to you. GANNDALF represents the culmination of years of experience in delivering cost-effective, high-quality RF machine learning solutions. By integrating our discrete toolsets into a cohesive and approachable workflow, we’re empowering a broader range of personnel to perform tasks that were once highly technical, saving your organization significant time and resources.