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seekFire avatar seekFire commented on July 17, 2024 2

@Yogurt2019
Thank you very much! According to the your answer, I found the meaning of keypoints[:, 2]: you can download the UCF-QNRF_ECCV18 dataset which used in this project & paper, then do a test for testing the function find_dis in preprocess_dataset.py, you will solve the problem!

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Yogurt2019 avatar Yogurt2019 commented on July 17, 2024

Same question[1], but question[0] is easy.
Before training or testing, you should run the pre_process.py to pre-process the dataset from .mat to .npy.

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Yogurt2019 avatar Yogurt2019 commented on July 17, 2024

@seekFire
Thx too! Keypoints[:, 2] represents the mean value of three nearest point distances.
都是**人本来想中文回复的,但是为了国外友人能看懂还是英文回复了
加油 :)

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ZhihengCV avatar ZhihengCV commented on July 17, 2024

The last coordinate is the estimated sizes of people.

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jhl13 avatar jhl13 commented on July 17, 2024

@seekFire
Thx too! Keypoints[:, 2] represents the mean value of three nearest point distances.
都是**人本来想中文回复的,但是为了国外友人能看懂还是英文回复了
加油 :)

I think this is not the nearest neighbor.
I tried the special case and got the following result.

k=np.asarray([0,1.1,2,13,44,5])
np.partition(k, 3)
array([ 1.1, 0. , 2. , 5. , 13. , 44. ])

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