ASIC Methodology. Venkat Kodavati Director of Engineering [email protected].
Venkat Rangan, Sandipan Chatterjee - tinyML Venkat FINAL.pdf · .1..createEle.ent( s lul...
Transcript of Venkat Rangan, Sandipan Chatterjee - tinyML Venkat FINAL.pdf · .1..createEle.ent( s lul...
TEMPLATE DESIGN © 2008
www.PosterPresentations.com
Enabling CV & AI on the edge with milliWattsVenkat Rangan, Sandipan Chatterjee
tinyvision.ai Inc.
Background Vision System on Module Toolchain Flow
Availability
Power plot of SoM acquiring images and keyword detection
Vision FPGA SoM’s are at pre-launch on
IR LED
Pixart PAJ6100
Image Sensor
Lattice
iCE40UP5K
FPGA
Himax HMB010
connectorInvensense
6DoF IMU
0.5 MB Flash
8 MB SRAM
Knowles I2S
Mic3 Color LED
Network Details
https://www.crowdsupply.com/tinyvision-ai/vision-fpga-som
Feature Extractor Training/Validation Keyword Detection Training/Validation
Feature Extractor Weights
G. Chen, C. Parada, and G. Heigold, “Small-footprint Keyword Spotting using Deep Neural Networks,” in Proc. ICASSP,
2014.