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Welcome to tinyML Forums
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1893
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March 21, 2020
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tinyML Talks on April 7, 2021 “Universal CNN Accelerator Intended for Edge-Based AI Inference” by Rastislav Struharik
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106
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March 25, 2021
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tinyML Talks on April 13, 2021 “Deploying AI to Embedded Systems” by Bernhard Suhm
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60
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April 6, 2021
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tinyML Talks on April 20, 2021 “tiny machine learning with Arduino” by Massimo Banzi
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37
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April 12, 2021
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Whats the catch...Arduino vs TPU/VPU/GPU performance and limitations
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10
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326
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April 9, 2021
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tinyML Talks on March 30, 2021 “The lottery ticket hypothesis for gigantic pre-trained models” by Atlas Wang
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90
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March 12, 2021
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tinyML Talks on April 27, 2021 “Train-by-weight (TBW): Accelerated Deep Learning by Data Dimensionality Reduction” by Xingheng Lin and Michael Jo
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53
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March 24, 2021
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tinyML Talks on March 16, 2021 “tinyMLPerf: Deep Learning Benchmarks for Embedded Devices” by Vijay Janapa Reddi
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163
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March 8, 2021
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Pytorch for tinyML
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6
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1207
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March 19, 2021
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tinyML Talks on March 9, 2021 “Positive Unlabeled Learning for Tiny ML” by Kristen Jaskie
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2
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91
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March 16, 2021
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tinyML Talks on March 10, 2021 “Efficient Multi-Objective Neural Architecture Search with Evolutionary Algorithms” by Thomas Elsken
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79
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March 4, 2021
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tinyML Talks on March 4, 2021 “Inference with Raspberry Pi Pico and RP2040” by Eben Upton
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129
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February 25, 2021
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tinyML Talks on February 18, 2021 “An Introduction to Optimizing ML Models with TVMC” by Chris Hoge
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49
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March 2, 2021
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tinyML Talks on February 16, 2021 “Oral Tongue Lesion Detection using TinyML on Embedded Devices” by Mohammed Zubair
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43
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March 1, 2021
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tinyML Talks on February 23, 2021 “Making ML work in the real world” by Dominic Binks
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67
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February 24, 2021
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tinyML Talks on February 15, 2021 “Race Predict by DXC - Harnessing compute at the edge to identify object movements during sporting events” by Scott Hehir
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49
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February 26, 2021
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tinyML Talks on February 13, 2021 “Introduction to Edge Computing” by Archana Vaidheeswaran
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71
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February 26, 2021
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tinyML Talks on February 8, 2021 “CMSIS-NN & Optimizations for Edge AI” by Felix Johnny and Fredrik Knutsson
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135
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February 9, 2021
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tinyML Talks on February 2, 2021 “Always-on visual classification below 1 mW with spiking convolutional networks on Dynap™-CNN” by Martino Sorbaro
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163
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January 26, 2021
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tinyML Talks on January 19, 2021 “microTVM: a Tensor Compiler for Bare Metal” by Andrew Reusch
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146
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January 21, 2021
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tinyML Talks on January 13, 2021 “Security of Edge AI against Hardware Attacks” by Manuel Brosch and Matthias Probst
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102
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January 13, 2021
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tinyML Talks on January 5, 2021 “The Future of Personalized Connected Healthcare” by Andrew Baker
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151
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January 4, 2021
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tinyML Talks on December 22, 2020 “Low MIPS & Memory Machine Learning Industrial Vibration Monitoring Solution (AKA Not All AI Applications Are Cat v Dogs on Facebook)” by John Edwards
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298
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November 19, 2020
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tinyML Talks on December 15, 2020 “PoPS: Policy Pruning and Shrinking of Deep Reinforcement Learning for edge devices” by Dor Livne
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96
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December 17, 2020
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tinyML Talks on December 2, 2020 “Embedded Machine Learning using Infineon’s ModusToolbox ML” by Aidan Smyth
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120
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December 3, 2020
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tinyML Talks on November 4, 2020 “Introduction to optimization algorithms for compressing neural networks” by Marcus Rüb
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157
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November 4, 2020
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tinyML Talks on October 17, 2020 “AI/ML solutions for low-power Edge platforms - challenges and opportunities” by Amit Mate
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177
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October 20, 2020
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Two tinyML Talks on October 13, 2020 by Rajen Bhatt from Qeexo Co and Chandrasekar Vuppalapati from Hanumayamma Innovations and Technologies Inc
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271
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August 24, 2020
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tinyML Talks on October 7, 2020 “Embedded ML research at TUM: Moving NN Inference to the Extreme Edge” by Rafael Stahl
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144
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October 8, 2020
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Two tinyML Talks on September 29, 2020: 1) “Running TF Lite on Microcontrollers without hardware in Renode” by Michael Gielda (Antmicro); 2) “Building Products using Edge AI / TinyML on MCUs” by Stuart Feffer (Reality AI)
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297
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August 24, 2020
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