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Model Zoo

Grigorios Kalliatakis edited this page Dec 16, 2017 · 2 revisions

Check out the model zoo documentation for details.

Table of Contents

ResNets: Deep Residual Networks from MSRA at ImageNet and COCO 2015

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 model from MIT.

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