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PPOCRv3 Python部署示例
在部署前,需确认以下两个步骤
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- 软硬件环境满足要求,参考FastDeploy环境要求
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- FastDeploy Python whl包安装,参考FastDeploy Python安装
本目录下提供infer.py
快速完成PPOCRv3在CPU/GPU,以及GPU上通过TensorRT加速部署的示例。执行如下脚本即可完成
# 下载模型,图片和字典文件
wget https://paddleocr.bj.bcebos.com/PP-OCRv3/chinese/ch_PP-OCRv3_det_infer.tar
tar xvf ch_PP-OCRv3_det_infer.tar
wget https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_cls_infer.tar
tar -xvf ch_ppocr_mobile_v2.0_cls_infer.tar
wget https://paddleocr.bj.bcebos.com/PP-OCRv3/chinese/ch_PP-OCRv3_rec_infer.tar
tar xvf ch_PP-OCRv3_rec_infer.tar
wget https://gitee.com/paddlepaddle/PaddleOCR/raw/release/2.6/doc/imgs/12.jpg
wget https://gitee.com/paddlepaddle/PaddleOCR/raw/release/2.6/ppocr/utils/ppocr_keys_v1.txt
#下载部署示例代码
git clone https://github.com/PaddlePaddle/FastDeploy.git
cd examples/vision/ocr/PP-OCRv3/python/
# CPU推理
python3 infer_static_shape.py \
--det_model ./ch_PP-OCRv3_det_infer/ch_PP-OCRv3_det_infer.onnx \
--cls_model ./ch_ppocr_mobile_v2.0_cls_infer/ch_ppocr_mobile_v2.0_cls_infer.onnx \
--rec_model ./ch_PP-OCRv3_rec_infer/ch_PP-OCRv3_rec_infer.onnx \
--rec_label_file ./ppocr_keys_v1.txt \
--image 12.jpg \
--device cpu
# NPU推理
python3 infer_static_shape.py \
--det_model ./ch_PP-OCRv3_det_infer/ch_PP-OCRv3_det_infer_rk3588_unquantized.rknn \
--cls_model ./ch_ppocr_mobile_v2.0_cls_infer/ch_ppocr_mobile_v20_cls_infer_rk3588_unquantized.rknn \
--rec_model ./ch_PP-OCRv3_rec_infer/ch_PP-OCRv3_rec_infer_rk3588_unquantized.rknn \
--rec_label_file ppocr_keys_v1.txt \
--image 12.jpg \
--device npu