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Submission #87, by Attila Lengyel

Used Method

Torchvision Faster-RCNN

Submitted on

2020-04-21 15:31:31

Description

Reproduction of original baseline with correct scaling factor of 1.3 with the PyTorch Torchvision Faster-RCNN model.

Method description: Reproduction of original baseline with correct scaling factor of 1.3 with the PyTorch Torchvision Faster-RCNN model.
Up-/Downsampling: 1.3
Publication: Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
Authors: Shaoqing Ren, Kaiming He, Ross Girshick, Jian Sun
Publication Venue: NIPS
Publication Link: https://papers.nips.cc/paper/5638-faster-r-cnn-towards-real-time-object-detection-with-region-proposal-networks
Publication Code (Link): https://github.com/pytorch/vision/blob/master/torchvision/models/detection/faster_rcnn.py

Result

day
0.141
0.296
0.439
0.309
0.103
0.236
0.363
0.255