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KaiyangZhou / deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.
https://kaiyangzhou.github.io/deep-person-reid/
MIT License
4.31k stars 1.15k forks source link

Person Attribute Recognition #184

Closed Akashpanchal95 closed 5 years ago

Akashpanchal95 commented 5 years ago

Hello, @KaiyangZhou I am trying to execute your code and found that the images of similar persons (in terms of color and texture) are obtained by grouping the learned factor selection features, Is there any way to visualize the probabilities of the extracted features(Like, Gender, Clothing, Backpack, etc..)?

confuse

ghost commented 5 years ago

https://github.com/xh-liu/HydraPlus-Net

KaiyangZhou commented 5 years ago

@Akashpanchal95 you are talking about attribute recognition, for which you need to train a model to predict attribute

Akashpanchal95 commented 5 years ago

@gceboh Thanks for the reference link. Is there any python implementation?

Akashpanchal95 commented 5 years ago

@KaiyangZhou Thanks for the quick reply. Is it possible to train the attribute recognition model using the code in the repository? If yes please share the steps and If no, Is there any other repository Where I can find a similar model for an attribute recognition?

KaiyangZhou commented 5 years ago

this code currently does not support attribute recognition

I am not aware of any other implementations, perhaps you can find some via google

I may add the attribute recognition code to this repo in the future

Akashpanchal95 commented 5 years ago

Alright, Thanks lot @KaiyangZhou

ghost commented 5 years ago

https://github.com/YangZhou1994/WPAL-network @Akashpanchal95

Akashpanchal95 commented 5 years ago

@gceboh Thanks for the reference link. I have implemented this concept and found it intuitive. https://github.com/dangweili/pedestrian-attribute-recognition-pytorch