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Wang Xinyu 81eaeddbd0 [Streamer] Basic framework, YAML parser, ppyoloe demo and video decoder demo (#863) 
* support trt installed in sys dir

* streamer init

* link elements and run

* create source bin

* add config

* restruct dirs

* set property

* link elements

* integrate perf

* add bbox parser

* parse yaml to string, video decoder

* use try pull for decoder and nits

* streamer ppyoloe cpp

* update readme

* video decoder cpp dir

* add cn readme

* update readme

* cmake nits

* refactor perf measurement
2022-12-19 10:14:17 +08:00
..
CMakeLists.txt
[Streamer] Basic framework, YAML parser, ppyoloe demo and video decoder demo (#863)
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main.cc
[Streamer] Basic framework, YAML parser, ppyoloe demo and video decoder demo (#863)
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nvinfer_config.txt
[Streamer] Basic framework, YAML parser, ppyoloe demo and video decoder demo (#863)
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README_CN.md
[Streamer] Basic framework, YAML parser, ppyoloe demo and video decoder demo (#863)
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README_EN.md
[Streamer] Basic framework, YAML parser, ppyoloe demo and video decoder demo (#863)
2022-12-19 10:14:17 +08:00
README.md
[Streamer] Basic framework, YAML parser, ppyoloe demo and video decoder demo (#863)
2022-12-19 10:14:17 +08:00
streamer_cfg.yml
[Streamer] Basic framework, YAML parser, ppyoloe demo and video decoder demo (#863)
2022-12-19 10:14:17 +08:00

README_EN.md

English | 简体中文

FastDeploy Streamer PP-YOLOE C++ Example

Build and Run

  1. Build FastDeploy Streamer first, README

  2. Build Example

mkdir build && cd build
cmake .. -DFASTDEPLOY_INSTALL_DIR=[PATH-OF-FASTDEPLOY-INSTALL-DIR]
make -j
  1. Download model
wget https://bj.bcebos.com/paddlehub/fastdeploy/ppyoloe_crn_l_300e_coco_onnx_without_scale_factor.tgz
tar xvf ppyoloe_crn_l_300e_coco_onnx_without_scale_factor.tgz
mv ppyoloe_crn_l_300e_coco_onnx_without_scale_factor/ model/
  1. Run
cp ../nvinfer_config.txt .
cp ../streamer_cfg.yml .
./streamer_demo

Export ONNX excluding scale_factor and NMS

# Export inference model with exclude_nms=True and trt=True
git clone https://github.com/PaddlePaddle/PaddleDetection.git
cd PaddleDetection
python tools/export_model.py -c configs/ppyoloe/ppyoloe_crn_l_300e_coco.yml -o  weights=https://paddledet.bj.bcebos.com/models/ppyoloe_crn_l_300e_coco.pdparams exclude_nms=True trt=True --output_dir inference_model

# Convert to ONNX
paddle2onnx --model_dir inference_model/ppyoloe_crn_l_300e_coco/  --model_filename model.pdmodel  --params_filename model.pdiparams  --save_file ppyoloe.onnx  --deploy_backend tensorrt  --enable_dev_version True

# Prune ONNX to delete scale factor
git clone https://github.com/PaddlePaddle/Paddle2ONNX.git
cd Paddle2ONNX
python tools/onnx/prune_onnx_model.py --model ../PaddleDetection/ppyoloe.onnx --output_names concat_14.tmp_0 p2o.Mul.245 --save_file ppyoloe_without_scale_factor.onnx