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Recent Progress on TinyML Technologies and Opportunities
Recent Progress on TinyML Technologies and Opportunities
Evgeni Gousev (Qualcomm)
Common Voice
Common Voice
Joshua Meyer and Jane Polak Scowcroft (Mozilla)
Data Collection Design for Real World TinyML
Data Collection Design for Real World TinyML
Sacha Krstulović (Audio Analytic)
Hotword Detection
Hotword Detection
Alex Gruenstein (Google)
EdgeML: Algorithms for TinyML
EdgeML: Algorithms for TinyML
Prateek Jain (Microsoft)
TVM: An End to End Deep Learning Compiler Stack
TVM: An End to End Deep Learning Compiler Stack
Thiery Moreau (OctoML)
Artificial Neural Networks and Tools for Microcontrollers
Artificial Neural Networks and Tools for Microcontrollers
Danilo Pau (STMicroelectronics)
TensorFlow Lite Micro
TensorFlow Lite Micro
Pete Warden (Google)
MLOps for TinyML
MLOps for TinyML
Daniel Situnayake (Edge Impulse)
CMSIS-NN and Library Optimizations
CMSIS-NN and Library Optimizations
Felix Thomasmathibalan (ARM)
Endpoint AI and the Advent of the microNPU
Endpoint AI and the Advent of the microNPU
Tomas Edsö (ARM)
Efficient Dot Products (Or, Scaling ML Workloads)
Efficient Dot Products (Or, Scaling ML Workloads)
Erich Plondke (Qualcomm)
TFLite Micro Benchmarks
TFLite Micro Benchmarks
Nat Jeffries (Google)
Responsible AI with TensorFlow
Responsible AI with TensorFlow
Tulsee Doshi (Google)
Privacy in Context
Privacy in Context
Susan Kennedy (Harvard)
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