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8da840b · Jul 31, 2020

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DeepStream

This should be run in JetPack 4.4 / JetPack 4.4 G.A. with DeepStream 5.0 / DeepStream 5.0 GA .

  1. Compile the custom plugin for Yolo
  2. Convert the ONNX file to TRT with TRTEXEC / TensorRT
  3. Change the model-engine-file in config_infer_primary_yoloV4.txt
  4. In the deepstream_app_config_yoloV4.txt, change a) source0 : uri=file: directory. b) primary-gie : model-engine-file=<your_onnx_engine>

Note that for multi-batch, overhead is large owing to NMS is not used.