A2J

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How to generate center and bounding box for each depth image?

5

I'm appreciating your great work. For my own human pose dataset, in order to train the my own model: 1) How to generate the center and bounding box for each...

tiaopao

Input Files for the ITOP dataset

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Hi @zhangboshen , I am trying to use the A2J model with the ITOP side view dataset. Could you please help me with understanding the following doubts? 1. itop_side_mean.npy ```...

Shreyas-NR

Can this model work when I don't give the bndbox?

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I am trying to use this model to Identify my pictures, if the bndbox is need?

zeroXscorpion7

About the generalization capability of the model

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I also found that the effect of using this model in my own pictures was very bad. I was wondering whether it was because my own depth pictures had not...

logic03

Your work seems to be good,As a output I'm output I'm getting this when i run itop_side.py and itop_top.py,Is that correct?

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output are:-python itop_side.py 406it [00:27, 15.02it/s] ('Accuracy:', 0) ('joint_', 0, 'Head', ', accuracy: ', 0) ('joint_', 1, 'Neck', ', accuracy: ', 0) ('joint_', 2, 'RShoulder', ', accuracy: ', 0) ('joint_',...

Naveennavik

Demo code

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Thanks for sharing your project. Is there a demo script you can share to test it live with a depth camera?

canuck6ix

好奇下载的网络有没finetuning过

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做成了live版本测试了下，主要几个问题： 1. 抗干扰能力差，画面中有手掌以外的物体(包括手臂)就会容易识别失误 2. 识别错误时手的结构不再是手 3. 手背准确性十分低，哪怕是手掌这样无遮挡的 第一个先把手部分割出来就好，用质心来识别手是粗糙了点， 第二个可以工程性的限制下，或者cyclegan矫正， 但第三个看起来是数据集问题，虽然或许加数据大概可以一定程度上解决，但设备原因重新训练的成本对咱来说还是比较高的， 所以咱想先问问看大大的model有没有用其他数据finetuning过，训练时有没旋转斜切之类的？（代码里没见到） ps: 因为是sr300摄像头所以用的是hands2017的model psp: 不用cuda的话大概0.5 fps的样子，囧 pspp: 对于NYU选的14个关节点表示迷惑

SnowWindSaveYou

Please add a requirements.txt file

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aawgit

Can you provide the mat file of the detection bounding boxes of the itop side and top training set

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hello， Can you provide the mat file of the detection bounding boxes of the itop side and top training set？ look forward to your reply，thanks！

ThomasKKL

How to obtain the center point coordinates and depth values during NYU inference

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I'm appreciating your great work. when i test own depth data, I can't get the center coordinates and depth values of hand bbox advance. Therefore, when I try to remove...

weilanShi