Tonic is a data management tool to facilitate the download, manipulation and loading of event-based or spike-based data. It’s like PyTorch Vision but for neuromorphic data!
Tonic provides publicly available event-based vision and audio datasets and event transformations. The package is fully compatible with PyTorch Vision/Audio to give you the flexibility that you need.
Tonic caters to both the event-based world that works directly with events or time surfaces as well as to more conventional frameworks which might convert events into dense representations in one way or another.