hasanirtiza / Pedestron

[Pedestron] Generalizable Pedestrian Detection: The Elephant In The Room. @ CVPR2021
https://openaccess.thecvf.com/content/CVPR2021/papers/Hasan_Generalizable_Pedestrian_Detection_The_Elephant_in_the_Room_CVPR_2021_paper.pdf
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Information regarding the training #154

Closed ajay1234567899 closed 1 year ago

ajay1234567899 commented 1 year ago

Hello sir,

In table 4 of the paper, on the city person dataset, a number of 11.2 was obtained.

To obtain that result, you have used an hrnet backbone which was pretrained on the imagenet, and then trained the cascade mask rcnn from scratch right?(Jointly training the backbone+detection network).

Or any pre-trained weight of coco was used to fine-tune the results?

Do let me know which of the above point is correct.

Thanks for your time

hasanirtiza commented 1 year ago

To obtain that result, you have used an hrnet backbone which was pretrained on the imagenet, and then trained the cascade mask rcnn from scratch right?(Jointly training the backbone+detection network).

I would say yes.