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Model Zoo
Grigorios Kalliatakis edited this page Dec 16, 2017
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Check out the model zoo documentation for details.
Table of Contents
This repository contains the original ResNet-152 model described in the paper "Deep Residual Learning for Image Recognition" (http://arxiv.org/abs/1512.03385). These models are those used in [ILSVRC] (http://image-net.org/challenges/LSVRC/2015/) and COCO 2015 competitions, which won the 1st places in: ImageNet classification, ImageNet detection, ImageNet localization, COCO detection, and COCO segmentation.
Reference:
@inproceedings{he2016deep,
title={Deep residual learning for image recognition},
author={He, Kaiming and Zhang, Xiangyu and Ren, Shaoqing and Sun, Jian},
booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition},
pages={770--778},
year={2016}
}
Places CNN is described in the following Journal extension of Places paper :
Reference:
@article{zhou2017places,
title={Places: A 10 million image database for scene recognition},
author={Zhou, Bolei and Lapedriza, Agata and Khosla, Aditya and Oliva, Aude and Torralba, Antonio},
journal={IEEE transactions on pattern analysis and machine intelligence},
year={2017},
publisher={IEEE}
}
The project page is here