Backbone Layers	50
train time (s/iter)	-

Fast R-CNN

open-mmlab / mmdetection

Last updated on Feb 23, 2021

Parameters

Backbone Layers 50

Training Data MS COCO

Training Resources 8x NVIDIA V100 GPUs

Training Time

Architecture	Softmax, Convolution, FPN, RoIPool, ResNet
Backbone Layers	50
train time (s/iter)	-
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README.md

Fast R-CNN

Introduction

[ALGORITHM]

@inproceedings{girshick2015fast,
  title={Fast r-cnn},
  author={Girshick, Ross},
  booktitle={Proceedings of the IEEE international conference on computer vision},
  year={2015}
}

Results and models

Results

Object Detection

BENCHMARK	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK
COCO minival	Fast R-CNN (R-50-FPN)	box AP	39.9	# 75