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Code repository for the paper "Tracking People by Predicting 3D Appearance, Location & Pose". (CVPR 2022 Oral)

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https://github.com/brjathu/PHALP/blob/master/PHALP.py#:~:text=y_p_%20%3D%20(y_p%2D0.5)*np.exp(n_p)/5000.0*256.0 Thanks for your great work, I am reading your code and paper. But I am confused about the meaning of 5000 and 256 in the code. May you give...

Hi, Is the preprocessed AVA dataset available now?

I cut two shot video (dancing2.mp4, dancing3.mp4) from a same long video. dancing2.mp4: https://github.com/brjathu/PHALP/assets/1321005/6867121d-3f85-46f5-b351-68aa871a7a1f dancing3.mp4: https://github.com/brjathu/PHALP/assets/1321005/8a2cef07-f936-48d6-9df2-3cb84fdb55aa PHALP with dancing2.mp4 work PHALP with dancing3.mp4 throws an error as following ``` (phalp2)...

Hi I'm trying to run the demo using my own video set but I found this error ERROR: Could not build wheels for detectron2, neural-renderer-pytorch, which is required to install...

The features 'pose' and 'appe' are mandatory for the pretrained checkpoints of the LART method, but[ these features are only generated when self.cfg.render.enable=True](https://github.com/brjathu/PHALP/blob/master/phalp/trackers/PHALP.py?plain=1#L142). However, I just want to generate the...

Is there a way to run the model on a feed from my computer webcam?

I was wondering is there any way to add the mesh_cloth like we pass the texture file and get the cloth on mesh being generated, for example fig 1 is...

Hi, thank your project I tried to run postprocessor.py, but I'm getting the following error: > for idx, appe_idx in enumerate(smoothed_fast_track_['apperance_index']): KeyError: 'apperance_index' How can I fix it?

I get the message WARNING: You are using a SMPL model, with only 10 shape coefficients. How do I use a more complex model such as SMPL-X, which does a...

Thanks for your great work, I have been diligently working on implementing your code and conducting validations, specifically with regard to tracking performance on the Posetrack dataset using the evaluation...