1
TEMPLATE DESIGN © 2008 www.PosterPresentations.com Enabling CV & AI on the edge with milliWatts Venkat 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 connector Invensense 6DoF IMU 0.5 MB Flash 8 MB SRAM Knowles I2S Mic 3 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.

Venkat Rangan, Sandipan Chatterjee - tinyML Venkat FINAL.pdf · .1..createEle.ent( s lul tat.realbutton10bJectJV tri'(r): 4Mb FlaSh 64Mb SRAM Ultra low power Processing Core (Lattice

  • Upload
    others

  • View
    14

  • Download
    0

Embed Size (px)

Citation preview

Page 1: Venkat Rangan, Sandipan Chatterjee - tinyML Venkat FINAL.pdf · .1..createEle.ent( s lul tat.realbutton10bJectJV tri'(r): 4Mb FlaSh 64Mb SRAM Ultra low power Processing Core (Lattice

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.