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DeepStream 7.1 + Fixes + New model output format

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Marcos Luciano
2024-11-07 11:25:17 -03:00
parent bca9e59d07
commit b451b036b2
75 changed files with 2383 additions and 1113 deletions
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14
docs/PPYOLOE.md
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@@ -1,6 +1,6 @@
# PP-YOLOE / PP-YOLOE+ usage
**NOTE**: You can use the release/2.6 branch of the PPYOLOE repo to convert all model versions.
**NOTE**: You can use the develop branch of the PPYOLOE repo to convert all model versions.
* [Convert model](#convert-model)
* [Compile the lib](#compile-the-lib)
@@ -14,7 +14,7 @@
#### 1. Download the PaddleDetection repo and install the requirements
https://github.com/PaddlePaddle/PaddleDetection/blob/release/2.7/docs/tutorials/INSTALL.md
https://github.com/PaddlePaddle/PaddleDetection/blob/develop/docs/tutorials/INSTALL.md
**NOTE**: It is recommended to use Python virtualenv.
@@ -24,7 +24,7 @@ Copy the `export_ppyoloe.py` file from `DeepStream-Yolo/utils` directory to the
#### 3. Download the model
Download the `pdparams` file from [PP-YOLOE](https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.6/configs/ppyoloe) releases (example for PP-YOLOE+_s)
Download the `pdparams` file from [PP-YOLOE](https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/ppyoloe) releases (example for PP-YOLOE+_s)
```
wget https://paddledet.bj.bcebos.com/models/ppyoloe_plus_crn_s_80e_coco.pdparams
@@ -37,7 +37,7 @@ wget https://paddledet.bj.bcebos.com/models/ppyoloe_plus_crn_s_80e_coco.pdparams
Generate the ONNX model file (example for PP-YOLOE+_s)
```
pip3 install onnx onnxsim onnxruntime paddle2onnx
pip3 install onnx onnxslim onnxruntime paddle2onnx
python3 export_ppyoloe.py -w ppyoloe_plus_crn_s_80e_coco.pdparams -c configs/ppyoloe/ppyoloe_plus_crn_s_80e_coco.yml --dynamic
```
@@ -84,6 +84,7 @@ export CUDA_VER=XY.Z
* x86 platform
```
DeepStream 7.1 = 12.6
DeepStream 7.0 / 6.4 = 12.2
DeepStream 6.3 = 12.1
DeepStream 6.2 = 11.8
@@ -96,6 +97,7 @@ export CUDA_VER=XY.Z
* Jetson platform
```
DeepStream 7.1 = 12.6
DeepStream 7.0 / 6.4 = 12.2
DeepStream 6.3 / 6.2 / 6.1.1 / 6.1 = 11.4
DeepStream 6.0.1 / 6.0 / 5.1 = 10.2
@@ -116,11 +118,11 @@ Edit the `config_infer_primary_ppyoloe_plus.txt` file according to your model (e
```
[property]
...
onnx-file=ppyoloe_plus_crn_s_80e_coco.onnx
onnx-file=ppyoloe_plus_crn_s_80e_coco.pdparams.onnx
...
num-detected-classes=80
...
parse-bbox-func-name=NvDsInferParseYoloE
parse-bbox-func-name=NvDsInferParseYolo
...
```