A Workflow - Stage 5, Edge Deployment Stage 5: Edge Deployment – Running AI on Digital View Boards By this stage, we’ve gone from raw, unlabeled data to a fully optimized model. Now comes the payoff: deploying the model at the edge on a D... Sep 1, 2025
A Workflow - Stage 4, Model Optimization Stage 4: Model Optimization – Preparing AI for the Edge A supervised model trained in the cloud is powerful, but it’s not yet ready to run on an edge device like a Digital View AI board with Pi CM5 an... Sep 1, 2025
A Workflow - Stage 3, Supervised Training Stage 3: Supervised Training – Teaching the Model with Labeled Data With a labeled dataset in hand, we can move from exploration to teaching. Stage 3 is where AI stops just noticing patterns and start... Sep 1, 2025
A Workflow - Stage 2, Labeling & Dataset Creation Stage 2: Labeling & Dataset Creation – Giving Meaning to Patterns In Stage 1 we saw how unsupervised learning can reveal hidden structure in raw data, clusters of similarity, outliers, and natural gro... Sep 1, 2025
A Workflow - Stage 1, Unsupervised Learning Stage 1: Unsupervised Learning – Discovering Structure in Raw Data When most people think of AI, they picture models trained with labels: a dataset of “cat” and “dog” images, or sensor readings marked... Sep 1, 2025
The Journey... Here is the outline of the proposed journey to understanding and implementing AI products such as the Digital View ALC-4096-AIH. Why edge matters Understanding the fundamentals Why hardware matters In... Aug 31, 2025
Data Discovery In other blogs, we’ve looked at the types of data that AI can work with and how to spot opportunities where AI may add value. The next step is understanding the data itself. Before training a model or... Aug 31, 2025
Identifying AI Opportunities Identifying Practical AI Use Cases The ALC-4096-AIH board is designed to bring powerful edge AI capabilities directly into your product or system. With a built-in AI accelerator, support for Raspberry... Aug 1, 2025
Data Modalities Both Hailo-8 and DeepX AI accelerators are designed for high-performance, low-power inference at the edge. This means they are optimized to process data after an AI model has been trained. While the t... Jul 26, 2025
DeepX DX-M1 DEEPX AI The ALC-4096-AIH supports the DeepX DX-M1 accelerator. This provides 25 TOPs and is designed for exceptional power efficiency. Over the next few weeks we will be testing our various demo appl... Jul 19, 2025
Getting to know the ALC-4096-AIH board The ALC-4096-AIH board comprises an LCD controller section, a Pi compute module and a Hailo 8 AI accelerator module. In addition there are various connectors for the LCD panel and other parts to a com... May 27, 2025
Multi-Modal Vision The Digital View ALC-4096-AIH board supports two CSI interface cameras, opening up a considerable number of potential AI-enabled vision applications. Also, as this is all AI at the display edge, it is... May 17, 2025