tinyML Summit 2020
Enabling ultra-low Power Machine Learning at the Edge
February 12-13, 2020
San Jose, California
Following the success of the inaugural Summit 2019, 2020 Summit invites tinyML experts from the industry, academia, start-ups and government labs from all over the Globe to join this prime event to share the “latest & greatest” in the field and to collectively drive the whole ecosystem forward.
tinyML is broadly defined as a fast growing field of machine learning technologies and applications including Hardware (dedicated IC), algorithms and Software capable of performing on-device sensor (vision, audio, IMU, biomedical, etc) data analytics at extremely low power, typically in the mW range and below, and hence enabling a variety of always-on use-cases and targeting battery operated devices. The inaugural Summit in March 2019 showed very strong interest from the Community with active participation of senior experts from 90 companies. It revealed that: (i) tinyML capable HARDWARE is becoming “good enough” for many commercial applications and new architectures (e.g. in-memory compute) are on the horizon; (ii) significant progress on algorithms, networks and models down to 100kB and below; and (iii) initial tinyML applications in the vision and audio space. There is a growing momentum on both technical progress and ecosystem growth fronts.
tinyML Summit-2020 will continue the tradition of high quality invited talks, poster and demo presentations, open and stimulating discussions and will have significant networking opportunities. It will cover the whole stack of technologies (Systems-Hardware-Algorithms-Software-Applications) at the deep technical levels, a unique feature of the tinyML Summits. While the majority of the participants and speakers will come from the Industry, leading edge academic research will be represented as well as, an important ingredient of the evolving tinyML ecosystem. In 2020, special attention will be given to recent progress on algorithm development and tinyML use-cases and applications. The program will be organized in four technical sessions: Hardware, Systems, Algorithms & Software, and Applications. There will be approximately a total of 20 invited presentations selected by the Committee and dedicated poster sessions and demos by tinyML companies and sponsors. Overview and hands-on tutorials on Hardware and Software developments will be offered on the day before the main technical program starts. Registration will open in September 2019.
Stop breadboarding and soldering – start making immediately! Adafruit’s Circuit Playground is jam-packed with LEDs, sensors, buttons, alligator clip pads and more. Build projects with Circuit Playground in a few minutes with the drag-and-drop MakeCode programming site, learn computer science using the CS Discoveries class on code.org, jump into CircuitPython to learn Python and hardware together, TinyGO, or even use the Arduino IDE. Circuit Playground Express is the newest and best Circuit Playground board, with support for CircuitPython, MakeCode, and Arduino. It has a powerful processor, 10 NeoPixels, mini speaker, InfraRed receive and transmit, two buttons, a switch, 14 alligator clip pads, and lots of sensors: capacitive touch, IR proximity, temperature, light, motion and sound. A whole wide world of electronics and coding is waiting for you, and it fits in the palm of your hand.
Have an amazing project to share? The Electronics Show and Tell is every Wednesday at 7:30pm ET! To join, head over to YouTube and check out the show’s live chat – we’ll post the link there.
Join us every Wednesday night at 8pm ET for Ask an Engineer!
Maker Business — Apple’s Mac Pro doesn’t fall far from the tree
Wearables — An unexpected diffusion
Electronics — Proceed with caution
Biohacking — Vitamin-C + Gelatin for Accelerated Recovery
Python for Microcontrollers — CircuitPython powers the Open Hardware Summit for 2020! #Python #Adafruit #CircuitPython @circuitpython @micropython @ThePSF @Adafruit
Adafruit IoT Monthly — Learning from IoT Projects, Adafruit Joins the LoRa Alliance, Ring Ransoms, and more!
Microsoft MakeCode — MakeCode: Opening a World of Possibilities
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