Tiny SSD: A Tiny Single-shot Detection Deep Convolutional Neural Network for Real-time Embedded Object Detection

Imagenet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, and Geoffrey E Hinton · 2012

Earlier work this paper cites.

Rich feature hierarchies for accurate object detection and semantic segmentation

Ross Girshick, Jeff Donahue, Trevor Darrell, and Jitendra Malik · 2014

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Deep learning

Yann LeCun, Yoshua Bengio, and Geoffrey Hinton · 2015

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Faster R-CNN: Towards real-time object detection with region proposal networks

Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun · 2015

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Squeezenet: Alexnet-level accuracy with 50x fewer parameters and< 0.5 mb model size

Original

Forrest N Iandola, Song Han, Matthew W Moskewicz, Khalid Ashraf, William J Dally, and Kurt Keutzer · 2016

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SSD: Single shot multibox detector

Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott Reed, Cheng-Yang Fu, and Alexander C Berg · 2016

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YOLO: Real-time object detection

J. Redmon · 2016

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You only look once: Unified, real-time object detection

Joseph Redmon, Santosh Divvala, Ross Girshick, and Ali Farhadi · 2016

Cited alongside, same era.

YOLO9000: better, faster, stronger

Joseph Redmon and Ali Farhadi · 2016

Cited alongside, same era.

Training region-based object detectors with online hard example mining

Abhinav Shrivastava, Abhinav Gupta, and Ross Girshick · 2016

Cited alongside, same era.

Squeezedet: Unified, small, low power fully convolutional neural networks for real-time object detection for autonomous driving

Original

Bichen Wu, Forrest Iandola, Peter H Jin, and Kurt Keutzer · 2016

Cited alongside, same era.

Mask r-cnn

K. He, G. Gkioxari, P. Dollar, and R. Girshick · 2017

Later among the works it cites.

Mobilenets: Efficient convolutional neural networks for mobile vision applications

Original

Andrew G. Howard, Menglong Zhu, Bo Chen, Dmitry Kalenichenko, Weijun Wang, Tobias Weyand, Marco Andreetto, and Hartwig Adam · 2017

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Speed/accuracy trade-offs for modern convolutional object detectors

Jonathan Huang, Vivek Rathod, Chen Sun, Menglong Zhu, Anoop Korattikara, Alireza Fathi, Ian Fischer, Zbigniew Wojna, Yang Song, Sergio Guadarrama, et al · 2017

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Feature pyramid networks for object detection

Tsung-Yi Lin, Piotr Dollár, Ross Girshick, Kaiming He, Bharath Hariharan, and Serge Belongie · 2017

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Fast YOLO: A fast you only look once system for real-time embedded object detection in video

Original

Mohammad Javad Shafiee, Brendan Chywl, Francis Li, and Alexander Wong · 2017

Later among the works it cites.