DEMOS / REPRODUCIBLE
Small demos.
One variable at a time.
Each demo has prerequisites, a measurable success condition and a clear boundary between simulator behavior and physical hardware.
READY
00 / Device discovery
PCIe → module → device node → akida.devices(). Establish hardware visibility without a model.
RUN DEMO →READY01 / Virtual AKD1500 mapping
Load a .fbz model and map it against akida.AKD1500() before touching physical hardware.
RUN DEMO →NEXT
02 / Physical model mapping
Map the same model to devices()[0] and compare summary/allocation with the virtual target.
LAB VALIDATION NEXTNEXT
PROJECT03 / Image classification
Static image → preprocessing → inference → class output, with timing and mapping captured.
PLANNED04 / Object detection
VORSA-M3 detection path with free classes, variable objects and overlap cases.
OPEN PROJECT →PROJECT
05 / Segmentation
AkidaUNet-style experiment path and the constraints we need to validate on AKD1500.
PLANNED