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@@ -36,64 +36,64 @@ More details on model performance across various devices, can be found
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | EasyOCRDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 41.91 ms | 10 - 141 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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- | EasyOCRDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 38.543 ms | 6 - 8 MB | FP16 | NPU | [EasyOCR.so](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.so) |
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- | EasyOCRDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 39.323 ms | 19 - 110 MB | FP16 | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.onnx) |
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- | EasyOCRDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 30.086 ms | 16 - 69 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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- | EasyOCRDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 28.126 ms | 6 - 24 MB | FP16 | NPU | [EasyOCR.so](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.so) |
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- | EasyOCRDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 28.858 ms | 35 - 72 MB | FP16 | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.onnx) |
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- | EasyOCRDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 29.475 ms | 14 - 47 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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- | EasyOCRDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 29.547 ms | 6 - 33 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 24.527 ms | 39 - 74 MB | FP16 | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.onnx) |
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- | EasyOCRDetector | SA7255P ADP | SA7255P | TFLITE | 2114.004 ms | 15 - 44 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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- | EasyOCRDetector | SA7255P ADP | SA7255P | QNN | 2109.728 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 41.396 ms | 11 - 147 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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- | EasyOCRDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 39.444 ms | 6 - 9 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRDetector | SA8295P ADP | SA8295P | TFLITE | 78.432 ms | 16 - 49 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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- | EasyOCRDetector | SA8295P ADP | SA8295P | QNN | 75.075 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 41.574 ms | 12 - 148 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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- | EasyOCRDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 38.407 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRDetector | SA8775P ADP | SA8775P | TFLITE | 88.559 ms | 16 - 45 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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- | EasyOCRDetector | SA8775P ADP | SA8775P | QNN | 84.944 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRDetector | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2114.004 ms | 15 - 44 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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- | EasyOCRDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 2109.728 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 40.574 ms | 7 - 140 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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- | EasyOCRDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 38.257 ms | 6 - 9 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 88.559 ms | 16 - 45 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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- | EasyOCRDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 84.944 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 76.952 ms | 16 - 72 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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- | EasyOCRDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 71.123 ms | 6 - 36 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 38.701 ms | 6 - 6 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 40.36 ms | 66 - 66 MB | FP16 | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.onnx) |
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- | EasyOCRRecognizer | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 127.76 ms | 2 - 4 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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- | EasyOCRRecognizer | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 23.315 ms | 0 - 11 MB | FP16 | NPU | [EasyOCR.so](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.so) |
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- | EasyOCRRecognizer | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 21.538 ms | 0 - 23 MB | FP16 | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.onnx) |
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- | EasyOCRRecognizer | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 112.41 ms | 9 - 29 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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- | EasyOCRRecognizer | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 16.967 ms | 0 - 19 MB | FP16 | NPU | [EasyOCR.so](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.so) |
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- | EasyOCRRecognizer | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 15.089 ms | 0 - 21 MB | FP16 | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.onnx) |
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- | EasyOCRRecognizer | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 103.434 ms | 20 - 35 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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- | EasyOCRRecognizer | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 18.591 ms | 0 - 427 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRRecognizer | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 14.033 ms | 0 - 16 MB | FP16 | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.onnx) |
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- | EasyOCRRecognizer | SA7255P ADP | SA7255P | TFLITE | 558.999 ms | 8 - 17 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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- | EasyOCRRecognizer | SA7255P ADP | SA7255P | QNN | 281.972 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRRecognizer | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 112.26 ms | 6 - 9 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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- | EasyOCRRecognizer | SA8255 (Proxy) | SA8255P Proxy | QNN | 23.271 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRRecognizer | SA8295P ADP | SA8295P | TFLITE | 212.269 ms | 11 - 29 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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- | EasyOCRRecognizer | SA8295P ADP | SA8295P | QNN | 39.146 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRRecognizer | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 115.66 ms | 8 - 10 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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- | EasyOCRRecognizer | SA8650 (Proxy) | SA8650P Proxy | QNN | 23.236 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRRecognizer | SA8775P ADP | SA8775P | TFLITE | 408.093 ms | 8 - 18 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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- | EasyOCRRecognizer | SA8775P ADP | SA8775P | QNN | 31.5 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRRecognizer | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 558.999 ms | 8 - 17 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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- | EasyOCRRecognizer | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 281.972 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRRecognizer | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 123.177 ms | 8 - 10 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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- | EasyOCRRecognizer | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 23.274 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRRecognizer | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 408.093 ms | 8 - 18 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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- | EasyOCRRecognizer | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 31.5 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRRecognizer | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 130.512 ms | 6 - 24 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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- | EasyOCRRecognizer | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 36.541 ms | 0 - 169 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRRecognizer | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 24.492 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRRecognizer | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 18.355 ms | 0 - 0 MB | FP16 | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.onnx) |
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@@ -157,8 +157,8 @@ Profiling Results
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  EasyOCRDetector
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 41.9
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- Estimated peak memory usage (MB): [10, 141]
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  Total # Ops : 42
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  Compute Unit(s) : NPU (42 ops)
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@@ -166,8 +166,8 @@ Compute Unit(s) : NPU (42 ops)
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  EasyOCRRecognizer
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 127.8
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- Estimated peak memory usage (MB): [2, 4]
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  Total # Ops : 136
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  Compute Unit(s) : CPU (136 ops)
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  ```
 
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | EasyOCRDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 41.176 ms | 10 - 204 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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+ | EasyOCRDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 40.762 ms | 6 - 27 MB | FP16 | NPU | [EasyOCR.so](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.so) |
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+ | EasyOCRDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 38.179 ms | 27 - 118 MB | FP16 | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.onnx) |
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+ | EasyOCRDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 30.08 ms | 15 - 73 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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+ | EasyOCRDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 30.011 ms | 6 - 34 MB | FP16 | NPU | [EasyOCR.so](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.so) |
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+ | EasyOCRDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 28.298 ms | 11 - 48 MB | FP16 | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.onnx) |
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+ | EasyOCRDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 29.212 ms | 16 - 50 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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+ | EasyOCRDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 29.536 ms | 6 - 33 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 29.382 ms | 37 - 72 MB | FP16 | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.onnx) |
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+ | EasyOCRDetector | SA7255P ADP | SA7255P | TFLITE | 2113.846 ms | 12 - 41 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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+ | EasyOCRDetector | SA7255P ADP | SA7255P | QNN | 2109.747 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 41.614 ms | 11 - 148 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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+ | EasyOCRDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 38.355 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRDetector | SA8295P ADP | SA8295P | TFLITE | 78.417 ms | 16 - 48 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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+ | EasyOCRDetector | SA8295P ADP | SA8295P | QNN | 74.968 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 40.593 ms | 12 - 141 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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+ | EasyOCRDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 39.059 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRDetector | SA8775P ADP | SA8775P | TFLITE | 88.523 ms | 16 - 45 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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+ | EasyOCRDetector | SA8775P ADP | SA8775P | QNN | 84.948 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRDetector | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2113.846 ms | 12 - 41 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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+ | EasyOCRDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 2109.747 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 41.383 ms | 10 - 144 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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+ | EasyOCRDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 38.101 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 88.523 ms | 16 - 45 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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+ | EasyOCRDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 84.948 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 74.593 ms | 16 - 76 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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+ | EasyOCRDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 70.247 ms | 6 - 36 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 38.767 ms | 6 - 6 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 40.377 ms | 66 - 66 MB | FP16 | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.onnx) |
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+ | EasyOCRRecognizer | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 118.317 ms | 8 - 11 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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+ | EasyOCRRecognizer | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 23.77 ms | 0 - 104 MB | FP16 | NPU | [EasyOCR.so](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.so) |
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+ | EasyOCRRecognizer | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 23.218 ms | 0 - 25 MB | FP16 | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.onnx) |
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+ | EasyOCRRecognizer | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 112.593 ms | 4 - 25 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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+ | EasyOCRRecognizer | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 17.437 ms | 0 - 433 MB | FP16 | NPU | [EasyOCR.so](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.so) |
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+ | EasyOCRRecognizer | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 15.887 ms | 0 - 19 MB | FP16 | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.onnx) |
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+ | EasyOCRRecognizer | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 104.512 ms | 20 - 35 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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+ | EasyOCRRecognizer | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 18.72 ms | 0 - 427 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRRecognizer | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 14.137 ms | 0 - 12 MB | FP16 | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.onnx) |
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+ | EasyOCRRecognizer | SA7255P ADP | SA7255P | TFLITE | 551.941 ms | 9 - 19 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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+ | EasyOCRRecognizer | SA7255P ADP | SA7255P | QNN | 282.107 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRRecognizer | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 133.823 ms | 8 - 12 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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+ | EasyOCRRecognizer | SA8255 (Proxy) | SA8255P Proxy | QNN | 23.269 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRRecognizer | SA8295P ADP | SA8295P | TFLITE | 219.098 ms | 7 - 25 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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+ | EasyOCRRecognizer | SA8295P ADP | SA8295P | QNN | 39.202 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRRecognizer | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 133.828 ms | 1 - 4 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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+ | EasyOCRRecognizer | SA8650 (Proxy) | SA8650P Proxy | QNN | 23.263 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRRecognizer | SA8775P ADP | SA8775P | TFLITE | 409.932 ms | 8 - 18 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
86
+ | EasyOCRRecognizer | SA8775P ADP | SA8775P | QNN | 31.338 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
87
+ | EasyOCRRecognizer | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 551.941 ms | 9 - 19 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
88
+ | EasyOCRRecognizer | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 282.107 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
89
+ | EasyOCRRecognizer | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 128.382 ms | 8 - 10 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
90
+ | EasyOCRRecognizer | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 23.512 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
91
+ | EasyOCRRecognizer | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 409.932 ms | 8 - 18 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
92
+ | EasyOCRRecognizer | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 31.338 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
93
+ | EasyOCRRecognizer | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 148.637 ms | 2 - 20 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
94
+ | EasyOCRRecognizer | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 36.268 ms | 0 - 171 MB | FP16 | NPU | Use Export Script |
95
+ | EasyOCRRecognizer | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 24.574 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
96
+ | EasyOCRRecognizer | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 19.464 ms | 0 - 0 MB | FP16 | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.onnx) |
97
 
98
 
99
 
 
157
  EasyOCRDetector
158
  Device : Samsung Galaxy S23 (13)
159
  Runtime : TFLITE
160
+ Estimated inference time (ms) : 41.2
161
+ Estimated peak memory usage (MB): [10, 204]
162
  Total # Ops : 42
163
  Compute Unit(s) : NPU (42 ops)
164
 
 
166
  EasyOCRRecognizer
167
  Device : Samsung Galaxy S23 (13)
168
  Runtime : TFLITE
169
+ Estimated inference time (ms) : 118.3
170
+ Estimated peak memory usage (MB): [8, 11]
171
  Total # Ops : 136
172
  Compute Unit(s) : CPU (136 ops)
173
  ```