my own dataset

[soveidadelgarmi]

Hi, when I train openpose on my own dataset(small dataset), how to know it works well for my dataset in data augmentation part of get_data() in pose_dataset.py (lines 355-359 )?
is it possible that new coordinates of key points don't adjust well on the augmented image? or it works correctly for any dataset?
because after running run.py with my pre_trained model, the output image of heatmap and vector map are not acceptable.is it ok because of my small dataset or I should check the augmentation part?
Can someone help me, Thank you.

ds = MapDataComponent(ds, pose_random_scale)
ds = MapDataComponent(ds, pose_rotation)
ds = MapDataComponent(ds, pose_flip)
ds = MapDataComponent(ds, pose_resize_shortestedge_random)
ds = MapDataComponent(ds, pose_crop_random)

[YangZeyu95]

You can check the ground truth in tensorboard. Data argument part works well in all my dataset.

[soveidadelgarmi]

Thank you for your response.
I use this code in colab for tensorborad. is it correct?
!tensorboard --logdir './checkpoints/train/2019-7-21-5-2-28/model-210'
TensorBoard 1.14.0 at http://15e3afa71241:6006/ (Press CTRL+C to quit)

then I click on this URL but this page opened...The requested URL could not be retrieved
thanks.

[YangZeyu95]

just run ’tensorboard --logdir checkpoints/train/2019-7-21-5-2-28‘ at the root path of the project

[soveidadelgarmi]

@YangZeyu95 I couldn't see the ground truth in tensorboard. just the graph is loaded also I can't see the images in tensorboard on google colab.
Is there another way to check ground truth?
I have another question, in pose_dataset.py, in line 86, what is transform? I searched but I don't find anything.
transform = list(zip(
[1, 6, 7, 9, 11, 6, 8, 10, 13, 15, 17, 12, 14, 16, 3, 2, 5, 4],
[1, 7, 7, 9, 11, 6, 8, 10, 13, 15, 17, 12, 14, 16, 3, 2, 5, 4]
))

[soveidadelgarmi]

Hi, I would like to ask what is the function of 'peaks' in the script of 'process_paf'. I see the code like this:
pafprocess.process_paf(peaks, heat_mat, paf_mat)
There is already a 'heat_mat'. Why still need 'peaks'? Thanks.

[Clarence-wen]

@YangZeyu95 I couldn't see the ground truth in tensorboard. just the graph is loaded also I can't see the images in tensorboard on google colab.
Is there another way to check ground truth?
I have another question, in pose_dataset.py, in line 86, what is transform? I searched but I don't find anything.
transform = list(zip(
[1, 6, 7, 9, 11, 6, 8, 10, 13, 15, 17, 12, 14, 16, 3, 2, 5, 4],
[1, 7, 7, 9, 11, 6, 8, 10, 13, 15, 17, 12, 14, 16, 3, 2, 5, 4]
))

Did you konw the transform's mean?