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FPGAボード Ultra96について調査中

FPGA を使えるARMのSoCボード Ultra96について調査中

https://japan.xilinx.com/products/boards-and-kits/1-vad4rl.html

Youtube 【最強FPGAボード】Ultra96ボードでYOLOを高速化

Youtube 【最強FPGAボード】Ultra96ボードを使ったインベーダーゲーム

Youtube 【Ultra96ボードの新AI】DeePhiの紹介

SlideShare Good Arm FPGA Board Ultra96 and Google AI YOLO

SlideShare Ultra96ボードでYOLOを高速化

github Ultra96-yolo

SlideShare NEONによるYOLO高速化 p.21

tinier-YOLO


追記

Xilinxのgithubページで各種 深層学習をUltra96 のデバイスで実装した時にどれだけのレイテンシーとスループットが出るのかを記している。

AI Model Zoo Performance on Ultra96

https://github.com/Xilinx/AI-Model-Zoo

XILINXのFPGAを使って画像処理を加速させたいのなら

https://github.com/Xilinx/Vitis_Libraries

YoloV3 の例
https://github.com/Xilinx/Vitis-AI/blob/master/Vitis-AI-Library/yolov3/test/test_yolov3.cpp

nonbiri15
Python, scikit-learn, OpenCV使いです。
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