Media Summary: ... explicit about the allocation strategy Speaker Bio : Meghna Natraj is a software engineer on the Google Brain team, USA working on TensorFlow Lite, an open source ... I'm going to talk about an important part of the tensorflow Lite

17 4 Tflite Micro Memory - Detailed Analysis & Overview

... explicit about the allocation strategy Speaker Bio : Meghna Natraj is a software engineer on the Google Brain team, USA working on TensorFlow Lite, an open source ... I'm going to talk about an important part of the tensorflow Lite Demo of using tflite micro to control slide Check out the Shoreline's TensorFlow Lite Introduction tutorial on setting up TensorFlow Lite

Invited Talk by Pete Warden on Tensorflow Lite at On-device Intelligence Workshop @ MLSys 2020.

Photo Gallery

17.4 TFLite Micro - Memory Allocation
17.3 TFLite Micro - Model Format
"TFLite Micro Benchmarks" by Nat Jeffries (Google)
17.1 TFLite Micro - The Big Picture
17.5 TFLite Micro - NN Operations
TensorFlow Lite for Microcontrollers (TF Dev Summit '20)
Intro to TFLite and TFlite Micro (Google Brain)
17.2 TFLite Micro - Interpreter
Demo of using tflite micro to control slide
Tensorflow Lite on Microcontrollers at TF World 2019
Tutorial: TensorFlow Lite Micro on ESP32
Sequence-to-Sequence Models on Microcontrollers using TFLite Micro
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17.4 TFLite Micro - Memory Allocation

17.4 TFLite Micro - Memory Allocation

... Lite

17.3 TFLite Micro - Model Format

17.3 TFLite Micro - Model Format

... Proto buffers

"TFLite Micro Benchmarks" by Nat Jeffries (Google)

"TFLite Micro Benchmarks" by Nat Jeffries (Google)

Talk given on Nov 18, 2020

17.1 TFLite Micro - The Big Picture

17.1 TFLite Micro - The Big Picture

... explicit about the allocation strategy

17.5 TFLite Micro - NN Operations

17.5 TFLite Micro - NN Operations

... actually compile them in

TensorFlow Lite for Microcontrollers (TF Dev Summit '20)

TensorFlow Lite for Microcontrollers (TF Dev Summit '20)

TensorFlow Lite

Intro to TFLite and TFlite Micro (Google Brain)

Intro to TFLite and TFlite Micro (Google Brain)

Speaker Bio : Meghna Natraj is a software engineer on the Google Brain team, USA working on TensorFlow Lite, an open source ...

17.2 TFLite Micro - Interpreter

17.2 TFLite Micro - Interpreter

I'm going to talk about an important part of the tensorflow Lite

Demo of using tflite micro to control slide

Demo of using tflite micro to control slide

Demo of using tflite micro to control slide

Tensorflow Lite on Microcontrollers at TF World 2019

Tensorflow Lite on Microcontrollers at TF World 2019

Check out the Shoreline's TensorFlow Lite

Tutorial: TensorFlow Lite Micro on ESP32

Tutorial: TensorFlow Lite Micro on ESP32

Introduction tutorial on setting up TensorFlow Lite

Sequence-to-Sequence Models on Microcontrollers using TFLite Micro

Sequence-to-Sequence Models on Microcontrollers using TFLite Micro

Code can be found at https://github.com/da03/

Tensorflow Lite Micro

Tensorflow Lite Micro

Invited Talk by Pete Warden on Tensorflow Lite at On-device Intelligence Workshop @ MLSys 2020.