Four optimization techniques for Machine Learning Inference on Raspberry Pi SBC
Link to the article:
https://www.hackster.io/dmitrywat/fas...
Hardware in the video:
reTerminal
https://www.seeedstudio.com/ReTermina...
Blink Blink ICE Tower CPU Cooling Fan for Raspberry Pi (Support Pi 4)
https://www.seeedstudio.com/Blink-Bli...
Links to the materials mentioned in the video (tell me if I forgot any):
ARMNN GIthub
https://github.com/ARM-software/armnn
XNNPACK GIthub
https://github.com/google/XNNPACK
TF-MOT Toolkit Documentation
https://www.tensorflow.org/model_opti...
Smart Pruning: Improve Machine Learning Performance on Mobile
https://community.arm.com/developer/i...
Support FP32 computations using INT8 weights in TensorFlow Lite XNNPACK delegate
https://github.com/tensorflow/tensorf...
0:10 Why I made this video
1:12 Designing ...
2:17 Reducing ...
3:51 Optimized ...
8:17 ... inference
9:35 Don't set your Pi on Fire
Credits for the music:
Nostalgia Drive - A Nostalgic Synthwave / Chillwave / Retrowave mix
• Nostalgia Drive - A Nostalgic Synthwa...
ED-209 – Frequency
Photon – Cosmos
Credits for the artwork:
Awesome Pi On Fire Demo on Bare metal Raspberry Pi
• Pi On Fire Raspberry Pi Demoscene Demo
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