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Real-time semantic segmentation on FPGAs for autonomous vehicles with
  hls4ml

Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4ml

16 May 2022
Nicolò Ghielmetti
Vladimir Loncar
M. Pierini
Marcel Roed
S. Summers
T. Aarrestad
Christoffer Petersson
H. Linander
J. Ngadiuba
Kelvin Lin
Philip C. Harris
    SSeg
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Papers citing "Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4ml"

4 / 4 papers shown
Title
End-to-end codesign of Hessian-aware quantized neural networks for FPGAs
  and ASICs
End-to-end codesign of Hessian-aware quantized neural networks for FPGAs and ASICs
Javier Campos
Zhen Dong
Javier Mauricio Duarte
A. Gholami
Michael W. Mahoney
Jovan Mitrevski
Nhan Tran
MQ
19
3
0
13 Apr 2023
Benchmarking TinyML Systems: Challenges and Direction
Benchmarking TinyML Systems: Challenges and Direction
Colby R. Banbury
Vijay Janapa Reddi
Max Lam
William Fu
A. Fazel
...
Jae-sun Seo
Jeff Sieracki
Urmish Thakker
Marian Verhelst
Poonam Yadav
96
226
0
10 Mar 2020
Fast inference of deep neural networks in FPGAs for particle physics
Fast inference of deep neural networks in FPGAs for particle physics
Javier Mauricio Duarte
Song Han
Philip C. Harris
S. Jindariani
E. Kreinar
...
J. Ngadiuba
M. Pierini
R. Rivera
N. Tran
Zhenbin Wu
AI4CE
75
385
0
16 Apr 2018
ENet: A Deep Neural Network Architecture for Real-Time Semantic
  Segmentation
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation
Adam Paszke
Abhishek Chaurasia
Sangpil Kim
Eugenio Culurciello
SSeg
210
2,034
0
07 Jun 2016
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