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@@ -36,64 +36,63 @@ 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 | 41.542 ms | 11 - 143 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 | 38.702 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 | 41.533 ms | 28 - 133 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 | 30.005 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 | 28.524 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 | 30.261 ms | 40 - 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 | 28.746 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 | 28.639 ms | 6 - 34 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 29.434 ms | 34 - 63 MB | FP16 | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.onnx) |
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- | EasyOCRDetector | SA7255P ADP | SA7255P | TFLITE | 2113.96 ms | 13 - 42 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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- | EasyOCRDetector | SA7255P ADP | SA7255P | QNN | 2110.038 ms | 5 - 13 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 40.637 ms | 10 - 212 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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- | EasyOCRDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 38.185 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRDetector | SA8295P ADP | SA8295P | TFLITE | 78.524 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 | 75.05 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 42.486 ms | 10 - 145 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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- | EasyOCRDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 37.852 ms | 6 - 9 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRDetector | SA8775P ADP | SA8775P | TFLITE | 88.545 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 | 84.828 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRDetector | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2113.96 ms | 13 - 42 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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- | EasyOCRDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 2110.038 ms | 5 - 13 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 41.198 ms | 9 - 145 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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- | EasyOCRDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 38.95 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 88.545 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 | 84.828 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 70.882 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 | 72.043 ms | 6 - 38 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 38.759 ms | 6 - 6 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 41.648 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 | 117.865 ms | 7 - 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 | 24.363 ms | 0 - 3 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 | 21.497 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 | 108.4 ms | 9 - 31 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 | 17.304 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 | 15.995 ms | 1 - 22 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 | 108.244 ms | 14 - 30 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 | 19.345 ms | 0 - 428 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRRecognizer | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 17.331 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 | 576.702 ms | 7 - 14 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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- | EasyOCRRecognizer | SA7255P ADP | SA7255P | QNN | 283.436 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRRecognizer | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 114.624 ms | 7 - 10 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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- | EasyOCRRecognizer | SA8255 (Proxy) | SA8255P Proxy | QNN | 24.235 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRRecognizer | SA8295P ADP | SA8295P | TFLITE | 218.802 ms | 10 - 25 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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- | EasyOCRRecognizer | SA8295P ADP | SA8295P | QNN | 40.24 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRRecognizer | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 103.939 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 | 24.365 ms | 0 - 5 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRRecognizer | SA8775P ADP | SA8775P | TFLITE | 412.887 ms | 11 - 20 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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- | EasyOCRRecognizer | SA8775P ADP | SA8775P | QNN | 32.563 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRRecognizer | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 576.702 ms | 7 - 14 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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- | EasyOCRRecognizer | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 283.436 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRRecognizer | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 115.727 ms | 5 - 8 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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- | EasyOCRRecognizer | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 24.361 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRRecognizer | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 412.887 ms | 11 - 20 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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- | EasyOCRRecognizer | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 32.563 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRRecognizer | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 190.249 ms | 2 - 21 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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- | EasyOCRRecognizer | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 37.451 ms | 0 - 171 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRRecognizer | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 25.535 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRRecognizer | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 18.201 ms | 0 - 0 MB | FP16 | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.onnx) |
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@@ -157,8 +156,8 @@ 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) : 41.5
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- Estimated peak memory usage (MB): [11, 143]
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  Total # Ops : 42
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  Compute Unit(s) : NPU (42 ops)
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@@ -166,8 +165,8 @@ 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) : 117.9
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- Estimated peak memory usage (MB): [7, 11]
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  Total # Ops : 136
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  Compute Unit(s) : CPU (136 ops)
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  ```
@@ -307,7 +306,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
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  ## References
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- * [None](None)
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  * [Source Model Implementation](https://github.com/JaidedAI/EasyOCR)
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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 | 41.72 ms | 1 - 132 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 | 37.7 ms | 6 - 17 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 | 41.887 ms | 32 - 121 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 | 30.07 ms | 14 - 72 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 | 28.085 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 | 30.704 ms | 42 - 74 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 | 29.358 ms | 14 - 48 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 | 28.786 ms | 6 - 33 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 24.189 ms | 40 - 68 MB | FP16 | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.onnx) |
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+ | EasyOCRDetector | SA7255P ADP | SA7255P | TFLITE | 2113.984 ms | 0 - 30 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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+ | EasyOCRDetector | SA7255P ADP | SA7255P | QNN | 2109.673 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 41.306 ms | 9 - 140 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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+ | EasyOCRDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 38.731 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRDetector | SA8295P ADP | SA8295P | TFLITE | 78.453 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 | 75.057 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 41.546 ms | 10 - 144 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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+ | EasyOCRDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 38.334 ms | 6 - 7 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRDetector | SA8775P ADP | SA8775P | TFLITE | 88.531 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 | 84.933 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRDetector | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2113.984 ms | 0 - 30 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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+ | EasyOCRDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 2109.673 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 38.797 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 88.531 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 | 84.933 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 82.831 ms | 16 - 77 MB | FP16 | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRDetector.tflite) |
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+ | EasyOCRDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 69.737 ms | 6 - 36 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 38.608 ms | 6 - 6 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 41.643 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 | 117.587 ms | 3 - 6 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 | 23.252 ms | 0 - 3 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 | 20.753 ms | 0 - 22 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 | 109.883 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 | 16.886 ms | 0 - 18 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 | 16.816 ms | 0 - 25 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 | 106.439 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 | 19.025 ms | 0 - 428 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRRecognizer | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 14.032 ms | 0 - 22 MB | FP16 | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.onnx) |
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+ | EasyOCRRecognizer | SA7255P ADP | SA7255P | TFLITE | 571.291 ms | 8 - 18 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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+ | EasyOCRRecognizer | SA7255P ADP | SA7255P | QNN | 281.893 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRRecognizer | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 129.985 ms | 2 - 4 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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+ | EasyOCRRecognizer | SA8255 (Proxy) | SA8255P Proxy | QNN | 23.373 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRRecognizer | SA8295P ADP | SA8295P | TFLITE | 218.62 ms | 6 - 23 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
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+ | EasyOCRRecognizer | SA8295P ADP | SA8295P | QNN | 39.157 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRRecognizer | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 125.209 ms | 7 - 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 | 23.218 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | EasyOCRRecognizer | SA8775P ADP | SA8775P | TFLITE | 410.407 ms | 11 - 21 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
85
+ | EasyOCRRecognizer | SA8775P ADP | SA8775P | QNN | 31.266 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
86
+ | EasyOCRRecognizer | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 571.291 ms | 8 - 18 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
87
+ | EasyOCRRecognizer | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 281.893 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
88
+ | EasyOCRRecognizer | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 116.297 ms | 0 - 38 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
89
+ | EasyOCRRecognizer | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 23.278 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
90
+ | EasyOCRRecognizer | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 410.407 ms | 11 - 21 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
91
+ | EasyOCRRecognizer | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 31.266 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
92
+ | EasyOCRRecognizer | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 164.69 ms | 5 - 27 MB | FP32 | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.tflite) |
93
+ | EasyOCRRecognizer | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 36.284 ms | 0 - 170 MB | FP16 | NPU | Use Export Script |
94
+ | EasyOCRRecognizer | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 24.48 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
95
+ | EasyOCRRecognizer | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 17.61 ms | 0 - 0 MB | FP16 | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCRRecognizer.onnx) |
 
96
 
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98
 
 
156
  EasyOCRDetector
157
  Device : Samsung Galaxy S23 (13)
158
  Runtime : TFLITE
159
+ Estimated inference time (ms) : 41.7
160
+ Estimated peak memory usage (MB): [1, 132]
161
  Total # Ops : 42
162
  Compute Unit(s) : NPU (42 ops)
163
 
 
165
  EasyOCRRecognizer
166
  Device : Samsung Galaxy S23 (13)
167
  Runtime : TFLITE
168
+ Estimated inference time (ms) : 117.6
169
+ Estimated peak memory usage (MB): [3, 6]
170
  Total # Ops : 136
171
  Compute Unit(s) : CPU (136 ops)
172
  ```
 
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  ## References
 
309
  * [Source Model Implementation](https://github.com/JaidedAI/EasyOCR)
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