cannot detect some picture as raw openpose

[lwcode]

The option is: --run_mode 0 --height 320 --width 480 --batchsize 1 raw openpose:

tensorrt:

How about it?

[zerollzeng]

need more information, make sure your prototxt and code's width and height are compatible

[lwcode]

this is the prototxt file head:

name: "OpenPose - BODY_25"
input: "image"
input_dim: 1 # This value will be defined at runtime
input_dim: 3
input_dim: 320 # modify this for run sample
input_dim: 480 # modify this for run sample

and the openpose raw model is pose_iter_584000.caffemodel,

[zerollzeng]

did you try it with 480 and 640 as my default config? does it run correctly?

[lwcode]

your default config result is:

seem incorrectly

[zerollzeng]

I think there should be some problem with your code, try re-clone the latest and then compile and run it as the readme, see can you get the right output with test.jpg. by the way can you post your running envioronment?

[lwcode]

The code for test.jpg work well, I can get the correct result, and most of my images can get the right results as raw openpose, but some images like previously discussed, not good as raw openpose. my platform is: Win10, 1080ti@E5-2620 v4, cuda10.0&tensorrt7.0.0.11:

.\bin\Release\testopenpose.exe --prototxt ./models/pose/body_25/pose_deploy.prototxt --caffemodel ./models/pose/body_25/pose_iter_584000.caffemodel --save_engine ./engines/body_25 --run_mode 0  --input my.jpg
[2020-07-06 15:48:35.279] [info] create plugin factory
[2020-07-06 15:48:35.279] [info] yolo3 params: class: 1, netSize: 416
[2020-07-06 15:48:35.279] [info] upsample params: scale: 2.0
[2020-07-06 15:48:35.280] [info] prototxt: ./models/pose/body_25/pose_deploy.prototxt
[2020-07-06 15:48:35.280] [info] caffeModel: ./models/pose/body_25/pose_iter_584000.caffemodel
[2020-07-06 15:48:35.280] [info] engineFile: ./engines/body_25
[2020-07-06 15:48:35.280] [info] outputBlobName:
net_output
[2020-07-06 15:48:35.281] [info] deserialize engine from ./engines/body_25
[2020-07-06 15:48:41.271] [info] max batch size of deserialized engine: 1
[2020-07-06 15:48:41.319] [info] create execute context and malloc device memory...
[2020-07-06 15:48:41.319] [info] init engine...
Current optimization profile is: 0. Please ensure there are no enqueued operations pending in this context prior to switching profiles
[2020-07-06 15:48:41.344] [info] malloc device memory
nbBingdings: 2
[2020-07-06 15:48:41.344] [info] input:
[2020-07-06 15:48:41.344] [info] binding bindIndex: 0, name: image, size in byte: 3686400
[2020-07-06 15:48:41.344] [info] binding dims with 3 dimemsion
3 x 480 x 640
[2020-07-06 15:48:41.346] [info] output:
[2020-07-06 15:48:41.346] [info] binding bindIndex: 1, name: net_output, size in byte: 1497600
[2020-07-06 15:48:41.346] [info] binding dims with 3 dimemsion
78 x 60 x 80
=====>malloc extra memory for openpose...
heatmap Dims: 3
heatmap size: 1 78 60 80
allocate heatmap host and divice memory done
resize map size: 1 78 60 80
kernel size: 1 78 60 80
allocate kernel host and device memory done
peaks size: 1 25 128 3
allocate peaks host and device memory done
=====> malloc extra memory done

[zerollzeng]

them I don't think it's a bug, the post processing phase maybe the reason, you may dig into it but sorry I can't help you with this since it's been a long time :sweat_smile: .

[lwcode]

Thanks for your help, I am checking the post processing part right now, hope to solve it.