search

hukkelas / deep_privacy2

DeepPrivacy2 - A Toolbox for Realistic Image Anonymization
Apache License 2.0
292 stars 33 forks source link

How to reproduce the keypoint detection and Re-identification results in your paper? #22

Open 5k5000 opened 8 months ago

5k5000 commented 8 months ago

Hello @hukkelas , Your repository is outstanding! I was wondering if you could provide detailed instructions on how to replicate the settings and experiments outlined in your paper, particularly those related to human keypoint detection and re-identification. Your guidance would be greatly appreciated!

hukkelas commented 7 months ago

Hello, Thanks for the interest and my apologies for the late answer!

Have you taken a look at the appendix in part C? There we have described in detail how we performed the experiments on the market1501 dataset.

Also, for the market1501 dataset we used the configuration files (with anonymize.py) found here: https://github.com/hukkelas/deep_privacy2/tree/master/configs/anonymizers/market1501

For the COCO experiments I highly recommend you to take a look at our follow up paper, which does a more thorough evaluation of the COCO dataset with DeepPrivacy2 (running the Tria-GAN generator from this paper.). The experiments in that paper is detailed described (see here)