update text detection model from DB to PPOCRv3DB #180
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WanliZhong
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WanliZhong
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Aug 15, 2023
benchmark/README.md
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| 254.78 256.13 245.60 [640, 480] DB with ['text_detection_DB_IC15_resnet18_2021sep.onnx'] | ||
| 254.98 255.20 245.60 [640, 480] DB with ['text_detection_DB_TD500_resnet18_2021sep.onnx'] | ||
| 427.53 428.67 425.63 [640, 480] PPOCRv3DB with ['text_detection_ch_ppocrv3_2023may.onnx'] | ||
| 427.79 429.28 425.63 [640, 480] PPOCRv3DB with ['text_detection_en_ppocrv3_2023may.onnx'] | ||
| 414.07 429.46 387.26 [640, 480] PPOCRv3DB with ['text_detection_ch_ppocrv3_2023may_int8.onnx'] | ||
| 406.10 407.83 383.41 [640, 480] PPOCRv3DB with ['text_detection_en_ppocrv3_2023may_int8.onnx'] |
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All the backends are faster with the new model, only FP16 is slower than before on CUDA.
WanliZhong
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Aug 15, 2023
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I propose to:
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Hardswish has been supported for CANN backend. Could you update benchmark results on Ascend NPUs? |
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[ WARN:0@0.397] global net_cann.cpp:120 initBackend DNN/CANN: layer (name=onnx_node!p2o.HardSigmoid.0, type=HardSigmoid) is not supported by CANN backend. Going back to default backend on CPU targetPPOCR detection v4 has not release English version and slim version. So still use PPOCRv3 |
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This PR is follow #158
This PR should be merged after 4.8.0 released
TODO list: