murdockhou / Single-Stage-Multi-person-Pose-Machines

A tensorlfow implementation about arxiv paper "Single-Stage Multi-Person Pose Machines" (SPM)
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about the result #2

Closed leonzgtee closed 4 years ago

leonzgtee commented 4 years ago

nice job, have you achieve a desirable result? i mean get a mAP around 0.6. i have tried, but could not achieve a good result.

murdockhou commented 4 years ago

@leonzgtee hi, i only train & test on ai-challenger dataset, until now, i get ai-valid dataset kps score 0.281 only just 10 epochs. Maybe its more hard for training on COCO dataset.

leonzgtee commented 4 years ago

i have noted that the paper use centorid to represent the object instance instead of its center point. in which way did you implement this, i am curious.

murdockhou commented 4 years ago

I'm not 100% percent sure about if center point is equal with centroid, but just like in "Objects As Points" said, its center point can also be learned well, so i used object's center point. Maybe it is better way to ask author to make it clear.

leonzgtee notifications@github.com 于2019年10月18日周五 上午8:47写道:

i have noted that the paper use centorid to represent the object instance instead of its center point. in which way did you implement this, i am curious.

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leonzgtee commented 4 years ago

thanks, i will send a email to the author to inquire about this.

wwu commented 4 years ago

@leonzgtee have you heard back about the centroid?

thancaocuong commented 4 years ago

@wwu the author told me that he uses average of all visible keypoints as root joint.

wwu commented 4 years ago

@wwu the author told me that he uses average of all visible keypoints as root joint.

Thank you!