Search Results
3 results for “TinyML”
Edge AI
Edge AI is the deployment of artificial intelligence algorithms and inference workloads directly on local devices or edge computing nodes rather than in centralised cloud data centres, enabling low-latency, privacy-preserving, and bandwidth-efficient AI applications.
Knowledge Distillation
Knowledge distillation is a model compression technique in which a smaller student neural network is trained to replicate the behaviour of a larger, more capable teacher model, enabling deployment of efficient models that approximate teacher-level performance.
TinyML
TinyML is a field of machine learning focused on running machine learning models on microcontrollers and other resource-constrained edge devices that typically operate with milliwatts of power and kilobytes of memory.