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nickhuang1996 / HJL-re-id

A awesome project for person re-id. There are re-implements of PCB, MGN, MDRS(ours), PGFA, Pyramidal and HOReID.
MIT License
53 stars 17 forks source link

Good Performance! Why the results of these MDRS_feat_dict.mat you provided are better than those in your paper? #3

Open qianqiansbaby opened 4 years ago

qianqiansbaby commented 4 years ago

Hi! I have tested your models and use three MDRS_feat_dict.mat and get excellent results! The results are the same with those in readme but better than those in your papers. Please tell me if the MDRS could do segmentation works?? I will do body part segmentation researches, please help me! Kindly suggest how to do segmentations on body parts.

nickhuang1996 commented 4 years ago

@qianqiansbaby Good jobs!! These feat_dict.mat files are created by the corresponding models. If you want to do body part segmentation researches, you can learn hrnet. I have provided HOReID for Occluded Person ReID tasks. The keypoints models are provided in pose_hrnet_w48_256x192.pth. You can use it to get keypoints regions!

qianqiansbaby commented 4 years ago

@nickhuang1996 Thanks you!:stuck_out_tongue_winking_eye:

qianqiansbaby commented 4 years ago

@nickhuang1996 And I want to know how to re-implement other papers. Please tell me some tricks:pray:

nickhuang1996 commented 4 years ago

@qianqiansbaby Hi! It is really difficult to re-implement other papers if the codes are not open. So you can ask the authors for code or learn more. I hope this can help you.

D77-d77 commented 4 years ago

@nickhuang1996 Hi, I open your MDRS_feat_dict.mat on Matlab but it takes a lot of time. Can you fix this problem?

ssbilakeri commented 4 years ago

How can I visualize features in pytorch ?? How to visualize top matching images to a given query? Kindly help.

nickhuang1996 commented 4 years ago

@hhhjjjooo The MDRS_feat_dict.mat stores many elements, it contains query and gallery features and other items. So you use a database or stdout to .txt files. I hope it could help.

D77-d77 commented 4 years ago

@nickhuang1996 We have re-implemented your work for MDRS with almost identical results achieved. Next, we will begin works on HOReID. Thank you for opening your codes!!