Comments (5)
Hi,
- there are few choices that you can try, Faster RCNN (or whatever detector) human detector for bbox generation, and centers are borrowed from Gyeongsik et al. (https://github.com/mks0601/V2V-PoseNet_RELEASE) in our setting, but you can definetely train a simple center detector yourself.
- refer to this issue: #29 for the discussion of mean/std computaion, you can easily compute your own mean/std w.r.t your dataset.
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Hi Boshen, I appreciate your work. I would like to reproduce it on the iTop dataset, but I have a problem with the bounding box.
Most of the Detector (faster rcnn, ..) work on RGB images, so we need to finetune the Detector with depth dataset, right? and what is the depth dataset you used to finetune the Detector model?
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Hi @hankhuynh1011 ,
- Were you able to utilize this model to predict the Joints for a custom dataset?
- I'm also trying to pass a depth frame along with the ITOP side dataset and change the mean value so that the input depth frame to the model matches with the ITOP_side dataset. Unfortunately, the results are very bad.
- Could you tell me if you were able to do something more on this?
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eed to finetune the Detector with depth dataset, right? and what is the depth dataset you used to finetune the Detector model?
We finetune a FRCNN detector on the ITOP training set, GT bndbox is generated by calculate the min/max values of 2D GT keypoints.
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Hi @hankhuynh1011 ,
- Were you able to utilize this model to predict the Joints for a custom dataset?
- I'm also trying to pass a depth frame along with the ITOP side dataset and change the mean value so that the input depth frame to the model matches with the ITOP_side dataset. Unfortunately, the results are very bad.
- Could you tell me if you were able to do something more on this?
Were you able to solve these problems :D i am having same issues
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Related Issues (20)
- How to obtain the center point coordinates and depth values during NYU inference HOT 4
- an you provide the mat file of the detection bounding boxes of the itop side and top training set
- Can you provide the mat file of the detection bounding boxes of the itop side and top training set HOT 2
- Problem while retraining A2J on NYU HOT 3
- Please add a requirements.txt file HOT 1
- 好奇下载的网络有没finetuning过 HOT 2
- Swapping Width and Height dimensions HOT 1
- Selecting anchor points with P = 0.02 HOT 2
- what's the mean of "depthFactor"? HOT 4
- Input Files for the ITOP dataset HOT 1
- Hands2017的数据是基于绝对3D坐标的,你们训练是基于UVD的, 请问Hands2017是如何训练的呢? HOT 6
- 训练ITOP_side数据集 HOT 1
- Unable to reproduce the results for the ITOP side view human body dataset. HOT 1
- reason for num_channel expansion? HOT 3
- training with missing keypoints? HOT 3
- How can I convert pre-trained model to coreml to use it on ios application?
- Why are the Anchor-Points generated on a grid with spaces between them? HOT 1
- Thank you so much!
- Hi, mat files are generated using this script: https://github.com/zhangboshen/A2J/blob/master/data/icvl/data_preprosess.m HOT 1
- Enquiry about drawing human 3D pose on our one depth image HOT 1
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