美格智能 MeiG

Easyocr

文本识别ONNXQNNTFLite

Easyocr — 美格最新实测数据。

BEST · SNM980
5.759ms
TFLite/NPU · —
任务类型
文本识别
芯片平台
4 个

跨平台性能对比

按实测指标排序,深色条为该模型最佳平台。

msSNM980 · TFLite/NPU5.759SNM980 · ONNX/NPU8.306SNM970 · TFLite/NPU9.486SNM980 · QNN/HTP10.27SNM983 · TFLite/NPU11.825SNM970 · ONNX/NPU11.978SNM983 · ONNX/NPU14.86SNM970 · QNN/HTP17.232SNM983 · QNN/HTP18.909SNM980 · TFLite/CPU29.368SNM970 · TFLite/CPU36.767SRM6690 · ONNX/CPU55.882SRM6690 · TFLite/CPU76.78SNM983 · TFLite/CPU98.783SNM970 · ONNX/CPU122.172SRM6690 · TFLite/NPU243.364

芯片兼容矩阵

模型 × 芯片平台 × 精度 × 推理后端 组合的实测性能。

芯片平台精度推理后端性能(不含前后处理)报告
SNM980
SM8750P (Snapdragon 8 Elite)
—TFLite/NPU5.759 ms★查看 →
SNM980
SM8750P (Snapdragon 8 Elite)
—ONNX/NPU8.306 ms查看 →
SNM970
QCS8550 / QCM8550 (Snapdragon 8 Gen 2)
—TFLite/NPU9.486 ms查看 →
SNM980
SM8750P (Snapdragon 8 Elite)
—QNN/HTP10.27 ms查看 →
SNM983
QCS9075 / QCS9100 (SA8775P)
—TFLite/NPU11.825 ms查看 →
SNM970
QCS8550 / QCM8550 (Snapdragon 8 Gen 2)
—ONNX/NPU11.978 ms查看 →
SNM983
QCS9075 / QCS9100 (SA8775P)
—ONNX/NPU14.86 ms查看 →
SNM970
QCS8550 / QCM8550 (Snapdragon 8 Gen 2)
—QNN/HTP17.232 ms查看 →
SNM983
QCS9075 / QCS9100 (SA8775P)
—QNN/HTP18.909 ms查看 →
SNM980
SM8750P (Snapdragon 8 Elite)
—TFLite/CPU29.368 ms查看 →
SNM970
QCS8550 / QCM8550 (Snapdragon 8 Gen 2)
—TFLite/CPU36.767 ms查看 →
SRM6690
QCM6690 (Snapdragon 6690)
—ONNX/CPU55.882 ms查看 →
SRM6690
QCM6690 (Snapdragon 6690)
—TFLite/CPU76.78 ms查看 →
SNM983
QCS9075 / QCS9100 (SA8775P)
—TFLite/CPU98.783 ms查看 →
SNM970
QCS8550 / QCM8550 (Snapdragon 8 Gen 2)
—ONNX/CPU122.172 ms查看 →
SRM6690
QCM6690 (Snapdragon 6690)
—TFLite/NPU243.364 ms查看 →

下载资源

onnx · float
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qnn_dlc · float
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tflite · float
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onnx · w8a8
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tflite · w8a8
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相关示例应用

暂无关联示例。