A PyTorch-based implementation of the Direct Attribute Prediction (DAP) model for zero-shot food recognition, designed for low-power, high-accuracy classification of processed food ingredients. This ...

An intelligent home assistant that uses YOLO11n.pt for object detection, creates visual memory of object locations using custom zones, and uses Ollama 3.2 for natural language processing.

Visual object recognition is foundational to processes of categorization, tool use, and real-world problem solving. Despite considerable effort across many disciplines and many specific advances, ...