Savant/samples/rtdetr/module.yml at develop · insight-platform/Savant · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
name: rtdetr_r50_demo

parameters:
  frame:
    width: 1920
    height: 1080
  output_frame:
    codec: ${oc.env:CODEC, 'h264'}
  draw_func: {}
  batch_size: 1

  model_name: rtdetr_r50
  model_ver: 5af9da1

  model: ${parameters.model_name}_${parameters.model_ver}

pipeline:

  elements:
    - element: nvinfer@detector
      name: ${parameters.model_name}
      model:
        remote:
          url: s3://savant-data/models/${parameters.model}/${parameters.model}.zip
          checksum_url: s3://savant-data/models/${parameters.model}/${parameters.model}.md5
          parameters:
            endpoint: https://eu-central-1.linodeobjects.com
        format: onnx

        workspace_size: 6144
        model_file: ${parameters.model_name}.onnx
        label_file: labels.txt
        custom_lib_path: /opt/savant/lib/libnvdsinfer_custom_impl_Yolo.so
        parse_bbox_func_name: NvDsInferParseYolo
        engine_create_func_name: NvDsInferYoloCudaEngineGet

        input:
          scale_factor: 0.0039215697906911373
          maintain_aspect_ratio: False

        output:
          num_detected_classes: 80