Hi. I am having some issues with the secondary gie which depends on another secondary gie.
• Hardware Platform (Jetson / GPU): GPU
• DeepStream Version: 4.0.1
• JetPack Version (valid for Jetson only)
• TensorRT Version
• NVIDIA GPU Driver Version (valid for GPU only): 418.43
Here are snippets of the pipeline.
Snippets of Pipeline:
Primary gie
Secondary gie
Current Issue:
[primary-gie]
enable = 1
gie-unique-id = 1
batch-size = 1
config-file = 7-class.conf
[secondary-gie0]
enable = 1
gie-unique-id = 2
batch-size = 1
config-file = bag-style.conf
operate-on-gie-id = 1
[secondary-gie1]
enable = 1
gie-unique-id = 3
batch-size = 1
config-file = bag-colour.conf
operate-on-gie-id = 2
Result:
{
"class" : "bag",
"confidence" : 0.0,
"track_id" : 9,
"attributes" : {
"subclass" : [
"backpack"
],
"confidence" : [
0.54759711027145386
],
"colour" : [
],
"score" : [
],
"bbox" : [
]
}
},
So my current issue is that the secondary-gie1 should depend on secondary-gie0. The results above did not show a colour classification of the backpack.
My workaround:
- bag colour secondary gie depend on primary gie instead of bag style secondary gie
[primary-gie]
enable = 1
gie-unique-id = 1
batch-size = 1
config-file = 7-class.conf
[secondary-gie0]
enable = 1
gie-unique-id = 2
batch-size = 1
config-file = bag-style.conf
operate-on-gie-id = 1
[secondary-gie1]
enable = 1
gie-unique-id = 3
batch-size = 1
config-file = bag-colour.conf
operate-on-gie-id = 1
Result:
{
"class" : "bag",
"confidence" : 0.0,
"track_id" : 9,
"attributes" : {
"subclass" : [
"handbag"
],
"confidence" : [
0.68141072988510132
],
"colour" : [
"black"
],
"score" : [
0.68141072988510132
],
"bbox" : [
]
}
}
I had to make secondary-gie1 depend on primary-gie. I am not sure if this make sense.
What I want to achieve:
- bag colour secondary gie depend on bag style secondary gie
[primary-gie]
enable = 1
gie-unique-id = 1
batch-size = 1
config-file = 7-class.conf
[secondary-gie0]
enable = 1
gie-unique-id = 2
batch-size = 1
config-file = bag-style.conf
operate-on-gie-id = 1
[secondary-gie1]
enable = 1
gie-unique-id = 3
batch-size = 1
config-file = bag-colour.conf
operate-on-gie-id = 2
Result:
{
"class" : "bag",
"confidence" : 0.0,
"track_id" : 9,
"attributes" : {
"subclass" : [
"handbag"
],
"confidence" : [
0.68141072988510132
],
"colour" : [
"black"
],
"score" : [
0.68141072988510132
],
"bbox" : [
]
}
}
secondary-gie0 and secondary-gie1 are configured as classifiers.
In this way, I am very sure secondary-gie1 depends on secondary-gie0 instead of primary-gie.
Is there currently a support for this issue? If there is, kindly point me to the relevant resource or workaround for this issue?
Thank you.