HyperPose

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Best model architecture + Backbone for accuracy ?

2

What is the best combination model architecture - backbone for accuracy? I trained two networks 1.- Lightweight OpenPose + ResNet18 2.- OpenPose + ResNet50 After performing the evaluation here are...

sudo-vinnie

Paf.cpp, index out of range error

10

There seems to be an error with our indices are handled when parsing features. In particular, in the function `get_humans` ``` static std::vector get_humans(const std::vector& all_peaks, const std::vector& all_connections) {...

aaron-michaux

Instructions for Combining Datasets (adding a foot model)

4

Thanks for all the great work you’ve done! I have read some other people issues regarding combining the OpenPose foot dataset with the current Hyperpose models. From what I have...

ConnorM17

No prediction segmentation fault

21

When analyzing complex images/videos, after some time, the conde stops and I get `Segmentation fault (core dumped)` with no output image or video. My intuition tells me that this happens...

salvador-blanco

microcontroller port feasibility

3

is feasible to port this to an esp32 or similar (e.g. micropython) microcontroller environment?

street-grease-coder

Determining self occluded joints

3

Hi, is there a reliable method to determine self occluded joints? I'm converting 2D joints to 3D via an RGB-D camera, there are cases when pose inference (correctly) predicts a...

korejan

How to exclude the head part from evaluation

3

Hello, and thank you for this fantastic project. In my current project, I need to remove the head part detection from the evaluation framework; how could I do this? I...

carlosh93

Customised datasets - combing models now supported?

1

@Gyx-One Hi, I saw the recent [commited pull request](https://github.com/tensorlayer/hyperpose/commit/6ccde104316865fe94180c1f7b2c40333cb3113e) and in the description it mentions this: > II.Customise dataset > 1.Enable multiple dataset training(eg:MSCOCO and MPII etc,aslong keypoint conversoin is...

korejan

does tensorflow 2.0 finished?

3

does tensorflow 2.0 finished?

lucasjinreal

how to train the model?

8

##### Train - **Environment** I want to train the model, but I meet some problems when creating environment. - 'requirements.txt' ``` tensorflow>=1.14.0,=1.11.1, but you'll have wrapt 1.10.11 which is incompatible....

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