Qualia is a end-to-end training, quantization and deployment framework for deep neural networks on embedded devices.
Qualia supports training of classical convolutional neural networks (CNNs) through the Keras or PyTorch deep learning frameworks, as well as spiking neural networks (SNNs).
Deployment targets include low-power microcontrollers such as STM32L4 as well as our in-house neuromorphic architecture, SPLEAT.