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v0.30.5

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See https://github.com/quic/ai-hub-models/releases/v0.30.5 for changelog.

Files changed (1) hide show
  1. README.md +60 -60
README.md CHANGED
@@ -36,64 +36,64 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | EasyOCRDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 275.464 ms | 16 - 45 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 270.706 ms | 1 - 11 MB | NPU | Use Export Script |
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- | EasyOCRDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 71.067 ms | 16 - 76 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 75.3 ms | 6 - 44 MB | NPU | Use Export Script |
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- | EasyOCRDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 40.653 ms | 12 - 143 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 38.186 ms | 6 - 8 MB | NPU | Use Export Script |
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- | EasyOCRDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 71.919 ms | 16 - 46 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 68.88 ms | 2 - 16 MB | NPU | Use Export Script |
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- | EasyOCRDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 275.464 ms | 16 - 45 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 270.706 ms | 1 - 11 MB | NPU | Use Export Script |
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- | EasyOCRDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 41.834 ms | 10 - 142 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 38.861 ms | 6 - 8 MB | NPU | Use Export Script |
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- | EasyOCRDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 78.541 ms | 16 - 46 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 74.988 ms | 0 - 18 MB | NPU | Use Export Script |
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- | EasyOCRDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 40.537 ms | 11 - 143 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 38.48 ms | 6 - 8 MB | NPU | Use Export Script |
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- | EasyOCRDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 71.919 ms | 16 - 46 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 68.88 ms | 2 - 16 MB | NPU | Use Export Script |
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- | EasyOCRDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 41.171 ms | 12 - 146 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 38.256 ms | 2 - 17 MB | NPU | Use Export Script |
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- | EasyOCRDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 40.044 ms | 33 - 123 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
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- | EasyOCRDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 30.148 ms | 16 - 74 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 28.185 ms | 6 - 41 MB | NPU | Use Export Script |
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- | EasyOCRDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 28.315 ms | 34 - 69 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
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- | EasyOCRDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 24.527 ms | 15 - 49 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 23.248 ms | 6 - 40 MB | NPU | Use Export Script |
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- | EasyOCRDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 23.523 ms | 38 - 71 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
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- | EasyOCRDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 38.631 ms | 6 - 6 MB | NPU | Use Export Script |
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- | EasyOCRDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 40.317 ms | 72 - 72 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
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- | EasyOCRRecognizer | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 483.485 ms | 8 - 18 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRRecognizer | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 61.815 ms | 0 - 9 MB | NPU | Use Export Script |
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- | EasyOCRRecognizer | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 298.408 ms | 4 - 28 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRRecognizer | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 37.653 ms | 0 - 167 MB | NPU | Use Export Script |
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- | EasyOCRRecognizer | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 122.451 ms | 4 - 8 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRRecognizer | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 23.22 ms | 0 - 4 MB | NPU | Use Export Script |
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- | EasyOCRRecognizer | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 354.941 ms | 9 - 24 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRRecognizer | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 27.702 ms | 0 - 14 MB | NPU | Use Export Script |
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- | EasyOCRRecognizer | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 483.485 ms | 8 - 18 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRRecognizer | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 61.815 ms | 0 - 9 MB | NPU | Use Export Script |
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- | EasyOCRRecognizer | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 111.415 ms | 6 - 9 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRRecognizer | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 23.194 ms | 0 - 2 MB | NPU | Use Export Script |
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- | EasyOCRRecognizer | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 222.734 ms | 10 - 28 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRRecognizer | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 39.068 ms | 0 - 18 MB | NPU | Use Export Script |
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- | EasyOCRRecognizer | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 127.195 ms | 8 - 11 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRRecognizer | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 23.286 ms | 0 - 2 MB | NPU | Use Export Script |
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- | EasyOCRRecognizer | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 354.941 ms | 9 - 24 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRRecognizer | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 27.702 ms | 0 - 14 MB | NPU | Use Export Script |
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- | EasyOCRRecognizer | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 112.343 ms | 3 - 5 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRRecognizer | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 24.296 ms | 0 - 102 MB | NPU | Use Export Script |
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- | EasyOCRRecognizer | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 22.138 ms | 0 - 26 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
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- | EasyOCRRecognizer | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 94.787 ms | 9 - 29 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRRecognizer | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 17.766 ms | 0 - 432 MB | NPU | Use Export Script |
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- | EasyOCRRecognizer | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 15.721 ms | 1 - 19 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
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- | EasyOCRRecognizer | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 107.21 ms | 20 - 34 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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- | EasyOCRRecognizer | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 18.672 ms | 0 - 432 MB | NPU | Use Export Script |
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- | EasyOCRRecognizer | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 16.837 ms | 0 - 18 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
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- | EasyOCRRecognizer | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 24.475 ms | 0 - 0 MB | NPU | Use Export Script |
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- | EasyOCRRecognizer | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 17.322 ms | 0 - 0 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
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@@ -158,7 +158,7 @@ EasyOCRDetector
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 275.5
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- Estimated peak memory usage (MB): [16, 45]
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  Total # Ops : 42
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  Compute Unit(s) : npu (42 ops) gpu (0 ops) cpu (0 ops)
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@@ -166,7 +166,7 @@ Compute Unit(s) : npu (42 ops) gpu (0 ops) cpu (0 ops)
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  EasyOCRRecognizer
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 483.5
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  Estimated peak memory usage (MB): [8, 18]
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  Total # Ops : 136
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  Compute Unit(s) : npu (0 ops) gpu (0 ops) cpu (136 ops)
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | EasyOCRDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 275.458 ms | 16 - 48 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 270.789 ms | 1 - 10 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 70.736 ms | 16 - 80 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 76.73 ms | 5 - 48 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 40.689 ms | 11 - 179 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 39.365 ms | 6 - 8 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 71.795 ms | 16 - 48 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 69.237 ms | 1 - 11 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 275.458 ms | 16 - 48 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 270.789 ms | 1 - 10 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 41.443 ms | 10 - 177 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 39.315 ms | 6 - 9 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 78.414 ms | 16 - 50 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 75.233 ms | 1 - 18 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 40.471 ms | 10 - 177 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 39.08 ms | 6 - 9 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 71.795 ms | 16 - 48 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 69.237 ms | 1 - 11 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 42.007 ms | 10 - 175 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 39.622 ms | 8 - 25 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 39.96 ms | 33 - 122 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
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+ | EasyOCRDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 29.987 ms | 15 - 71 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 28.481 ms | 6 - 41 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 29.133 ms | 0 - 35 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
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+ | EasyOCRDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 29.206 ms | 15 - 50 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 23.04 ms | 6 - 43 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 23.198 ms | 43 - 81 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
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+ | EasyOCRDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 38.883 ms | 6 - 6 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 40.509 ms | 72 - 72 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
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+ | EasyOCRRecognizer | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 589.726 ms | 8 - 18 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRRecognizer | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 283.697 ms | 0 - 9 MB | NPU | Use Export Script |
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+ | EasyOCRRecognizer | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 139.797 ms | 7 - 26 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRRecognizer | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 38.642 ms | 0 - 196 MB | NPU | Use Export Script |
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+ | EasyOCRRecognizer | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 120.493 ms | 6 - 9 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRRecognizer | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 24.48 ms | 0 - 8 MB | NPU | Use Export Script |
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+ | EasyOCRRecognizer | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 358.115 ms | 8 - 21 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRRecognizer | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 28.746 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | EasyOCRRecognizer | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 589.726 ms | 8 - 18 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRRecognizer | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 283.697 ms | 0 - 9 MB | NPU | Use Export Script |
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+ | EasyOCRRecognizer | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 115.044 ms | 7 - 11 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRRecognizer | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 24.387 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | EasyOCRRecognizer | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 224.477 ms | 9 - 28 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRRecognizer | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 40.571 ms | 0 - 17 MB | NPU | Use Export Script |
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+ | EasyOCRRecognizer | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 103.174 ms | 8 - 11 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRRecognizer | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 24.388 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | EasyOCRRecognizer | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 358.115 ms | 8 - 21 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRRecognizer | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 28.746 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | EasyOCRRecognizer | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 120.023 ms | 7 - 9 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRRecognizer | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 25.243 ms | 0 - 102 MB | NPU | Use Export Script |
88
+ | EasyOCRRecognizer | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 23.373 ms | 0 - 23 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
89
+ | EasyOCRRecognizer | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 101.055 ms | 9 - 28 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
90
+ | EasyOCRRecognizer | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 18.61 ms | 0 - 496 MB | NPU | Use Export Script |
91
+ | EasyOCRRecognizer | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 16.01 ms | 0 - 25 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
92
+ | EasyOCRRecognizer | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 106.429 ms | 14 - 29 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
93
+ | EasyOCRRecognizer | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 16.009 ms | 0 - 500 MB | NPU | Use Export Script |
94
+ | EasyOCRRecognizer | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 17.335 ms | 0 - 17 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
95
+ | EasyOCRRecognizer | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 25.522 ms | 0 - 0 MB | NPU | Use Export Script |
96
+ | EasyOCRRecognizer | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 18.95 ms | 0 - 0 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
97
 
98
 
99
 
 
158
  Device : cs_8275 (ANDROID 14)
159
  Runtime : TFLITE
160
  Estimated inference time (ms) : 275.5
161
+ Estimated peak memory usage (MB): [16, 48]
162
  Total # Ops : 42
163
  Compute Unit(s) : npu (42 ops) gpu (0 ops) cpu (0 ops)
164
 
 
166
  EasyOCRRecognizer
167
  Device : cs_8275 (ANDROID 14)
168
  Runtime : TFLITE
169
+ Estimated inference time (ms) : 589.7
170
  Estimated peak memory usage (MB): [8, 18]
171
  Total # Ops : 136
172
  Compute Unit(s) : npu (0 ops) gpu (0 ops) cpu (136 ops)