No Detection for Centerface Model Inference with Deepstream

[Darshcg]

Hi Nvidia Team,

I am trying to run the Centerface model Inference on my Laptop using Deepstream Container nvcr.io/nvidia/deepstream:5.1-21.02-triton, App is running Successfully, but there is no Detection in the Output File(.mp4). I am not sure what's going wrong.

I am using .so which is given in the repo. I did not compiled on my Laptop.

I am attaching the config files below:

centerface.txt
source1_primary_detector.txt

Below is config.pbtxt content:

name: "centerface"
platform: "onnxruntime_onnx"
max_batch_size: 0
input [
  {
    name: "input.1"
    data_type: TYPE_FP32
    dims: [ 1, 3, 480, 640]
    #reshape { shape: [ 1, 3, 480, 640 ] }
  }
]

output [
  {
    name: "537"
    data_type: TYPE_FP32
    dims: [ 1, 1, 120, 160 ]
    label_filename: "centerface_labels.txt"
  },
  {
    name: "538"
    data_type: TYPE_FP32
    dims: [ 1, 2, 120, 160]
    label_filename: "centerface_labels.txt"
  },

  {
    name: "539"
    data_type: TYPE_FP32
    dims: [1,  2, 120, 160]
    label_filename: "centerface_labels.txt"
  },
  {
    name: "540"
    data_type: TYPE_FP32
    dims: [1, 10 , 120, 160]
    label_filename: "centerface_labels.txt"
  }
]

instance_group {
  count: 1
  gpus: 0
  kind: KIND_GPU
}

# Enable TensorRT acceleration running in gpu instance. It might take several
# minutes during intialization to generate tensorrt online caches.

#optimization { execution_accelerators {
 # gpu_execution_accelerator : [ { name : "tensorrt" } ]
#		}}

Kindly request you to assist me in resolving this issue.

Thanks,
Darshan

[Darshcg]

One Update: I am getting detection in the output when I tried to run using nvcr.io/nvidia/deepstream:5.0.1-20.09-triton(Deepstream v5.0), but when I am using nvcr.io/nvidia/deepstream:5.1-21.02-triton(Deepstream v5.1) there is no detection in the output. What is the reason for that? What do I need to change to make it work for Deepstream version 5.1?

[monjha]

Updated the Makefile for 5.1. Please check now!

[monjha]

Hi,

I have updated the repo for ds 5.1 with all the changes required for the config file, post-processing, etc.. Please check the app now and let me know if you see any issues.
Thanks!