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onnxrt_deploy

使用onnxRt CPU 部署tensorflow模型

需要使用tensorflow simple_save将模型保存为带参数的pb模型,再转化为onnx模型进行部署。训练:TensorFlow1.13.1 cuda 10.0 cudnn7.6.5 部署:cuda10.2 tensorRT8.0.1.6 cudnn8.2

python -m tf2onnx.convert --saved-model E:/CODES/tensorflow_ocr/chip_pbmodel_1/ --output E:/CODES/tensorflow_ocr/chip_pbmodel_1/model.onnx --inputs image_input:0 --outputs dbnet/proba3_sigmoid:0

使用3个模型做OCR,第一个模型从背景中分割出字符块,第二个模型将字符块分割成一个个字符,第三个模型对每个字符做判断

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