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Training and experimentation code used for "Stacked Hourglass Networks for Human Pose Estimation"

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https://github.com/princeton-vl/pose-hg-train/blob/2fef6915fbd836a5d218a5d2f0c87c463532f1a6/src/pypose/img.py#L14 Is there a specific explanation or theory available to get an idea behind the values in the transformation matrix used? Is it possible to give more insights on why...

how to get the pretrained model ?

Is it possible to train the network using hand data sets? To achieve hand posture estimation?

Hi, it seems the link to the Stacked Hourglass model is no longer working. http://www-personal.umich.edu/~alnewell/pose/ I am just wondering if you could please help upload another copy of the pre-trained...

Hi, in MPII dataset, some keypoints are out of the image size, or the coordinates of some points are (0, 0), how to deal with these keypoints when generate heatmaps...

if I use my own dataset, every image is 640 * 480, what's the value of scale should I set it to?

I was trying to generate the final predictions using the pre-trained model on nvidia-docker and I'm getting the following error: ``` # th main.lua -expID final-preds -finalPredictions -nEpochs 0 -loadModel...

Hi, @anewell How can I train with my own images? I don't know how to edit the train.h5 file. What's the meaning of h5 file's many table 7 it's column...

Hi, I am replicating your work and have one short doubt about the variable "scores" in postprocess function in pose.lua. What is the meaning of this variable? I cannot fully...

Hi @anewell , First of all thank you for sharing your code. I'm preparing COCO keypoint annotations and dataset specific interface file to train on COCO. I've done mostly except...