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1802.06488
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Tiny SSD: A Tiny Single-shot Detection Deep Convolutional Neural Network for Real-time Embedded Object Detection
19 February 2018
A. Wong
M. Shafiee
Francis Li
Brendan Chwyl
ObjD
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Papers citing
"Tiny SSD: A Tiny Single-shot Detection Deep Convolutional Neural Network for Real-time Embedded Object Detection"
25 / 25 papers shown
ELASTIC: Efficient Once For All Iterative Search for Object Detection on Microcontrollers
Tony Tran
Qin Lin
Bin Hu
330
1
0
27 Mar 2025
Adaptive Compression-Aware Split Learning and Inference for Enhanced Network Efficiency
Akrit Mudvari
Antero Vainio
Iason Ofeidis
Sasu Tarkoma
Leandros Tassiulas
369
11
0
09 Nov 2023
Syn-Mediverse: A Multimodal Synthetic Dataset for Intelligent Scene Understanding of Healthcare Facilities
IEEE Robotics and Automation Letters (RA-L), 2023
Rohit Mohan
J. Arce
Sassan Mokhtar
Daniele Cattaneo
Abhinav Valada
160
6
0
06 Aug 2023
A Proper Orthogonal Decomposition approach for parameters reduction of Single Shot Detector networks
International Conference on Information Photonics (ICIP), 2022
L. Meneghetti
N. Demo
G. Rozza
174
2
0
27 Jul 2022
Towards Safe, Real-Time Systems: Stereo vs Images and LiDAR for 3D Object Detection
M. Levine
3DPC
88
0
0
25 Feb 2022
YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs
Prakhar Ganesh
Yao Chen
Yin Yang
Deming Chen
Marianne Winslett
ObjD
3DH
186
43
0
26 Oct 2021
AttendSeg: A Tiny Attention Condenser Neural Network for Semantic Segmentation on the Edge
Xiaoyue Wen
M. Famouri
Andrew Hryniowski
Alexander Wong
SSeg
150
7
0
29 Apr 2021
Performance Comparison for Scientific Computations on the Edge via Relative Performance
IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum (IPDPSW), 2021
Aravind Sankaran
Paolo Bientinesi
208
5
0
25 Feb 2021
Bringing AI To Edge: From Deep Learning's Perspective
Neurocomputing (Neurocomputing), 2020
Di Liu
Hao Kong
Xiangzhong Luo
Weichen Liu
Ravi Subramaniam
266
154
0
25 Nov 2020
FRDet: Balanced and Lightweight Object Detector based on Fire-Residual Modules for Embedded Processor of Autonomous Driving
Seontaek Oh
Jihwan You
Young-Keun Kim
ObjD
102
5
0
16 Nov 2020
AttendNets: Tiny Deep Image Recognition Neural Networks for the Edge via Visual Attention Condensers
A. Wong
M. Famouri
M. Shafiee
125
23
0
30 Sep 2020
Object Detection in the DCT Domain: is Luminance the Solution?
International Conference on Pattern Recognition (ICPR), 2020
Benjamin Deguerre
Clément Chatelain
Gilles Gasso
ObjD
233
7
0
10 Jun 2020
Recent Advances in Deep Learning for Object Detection
Xiongwei Wu
Doyen Sahoo
Guosheng Lin
VLM
ObjD
317
897
0
10 Aug 2019
M3D-RPN: Monocular 3D Region Proposal Network for Object Detection
IEEE International Conference on Computer Vision (ICCV), 2019
Garrick Brazil
Xiaoming Liu
3DPC
468
521
0
13 Jul 2019
A Survey of Deep Learning-based Object Detection
IEEE Access (IEEE Access), 2019
L. Jiao
Fan Zhang
Fang Liu
Shuyuan Yang
Lingling Li
Zhixi Feng
Rong Qu
ObjD
224
1,083
0
11 Jul 2019
EdgeSegNet: A Compact Network for Semantic Segmentation
Z. Q. Lin
Brendan Chwyl
A. Wong
SSeg
105
9
0
10 May 2019
Deep Learning Acceleration Techniques for Real Time Mobile Vision Applications
Gael Kamdem De Teyou
3DH
162
1
0
09 May 2019
Fast object detection in compressed JPEG Images
Benjamin Deguerre
Clément Chatelain
Gilles Gasso
ObjD
142
32
0
16 Apr 2019
AttoNets: Compact and Efficient Deep Neural Networks for the Edge via Human-Machine Collaborative Design
A. Wong
Z. Q. Lin
Brendan Chwyl
HAI
178
14
0
18 Mar 2019
FSNet: Compression of Deep Convolutional Neural Networks by Filter Summary
International Conference on Learning Representations (ICLR), 2019
Yingzhen Yang
Jiahui Yu
Nebojsa Jojic
Jun Huan
Thomas S. Huang
247
18
0
08 Feb 2019
Fast Efficient Object Detection Using Selective Attention
Shivanthan A. C. Yohanandan
A. Song
A. Dyer
Angela Faragasso
Subhrajit Roy
Dacheng Tao
240
3
0
19 Nov 2018
YOLO3D: End-to-end real-time 3D Oriented Object Bounding Box Detection from LiDAR Point Cloud
Waleed Ali
Sherif Abdelkarim
Mohamed Zahran
Mahmoud Zidan
Ahmad El-Sallab
3DPC
150
161
0
07 Aug 2018
NetScore: Towards Universal Metrics for Large-scale Performance Analysis of Deep Neural Networks for Practical On-Device Edge Usage
A. Wong
HAI
178
75
0
14 Jun 2018
Towards High Performance Video Object Detection for Mobiles
Xizhou Zhu
Jifeng Dai
Xingchi Zhu
Yichen Wei
Lu Yuan
ObjD
173
49
0
16 Apr 2018
MicronNet: A Highly Compact Deep Convolutional Neural Network Architecture for Real-time Embedded Traffic Sign Classification
A. Wong
M. Shafiee
Michael St. Jules
248
64
0
28 Mar 2018
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