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EasyOCR

Image-to-Text
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android
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@@ -1,6 +1,6 @@
1
  ---
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  library_name: pytorch
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- license: apache-2.0
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  tags:
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  - android
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  pipeline_tag: image-to-text
@@ -25,7 +25,7 @@ More details on model performance across various devices, can be found
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  ### Model Details
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- - **Model Type:** Image to text
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  - **Model Stats:**
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  - Model checkpoint: easyocr-small-stage1
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  - Input resolution: 384x384
@@ -34,66 +34,66 @@ More details on model performance across various devices, can be found
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  - Number of parameters (EasyOCRRecognizer): 3.84M
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  - Model size (EasyOCRRecognizer): 14.7 MB
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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) |
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- | EasyOCRRecognizer | SA8775P ADP | SA8775P | QNN | 31.338 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | EasyOCRRecognizer | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 282.107 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | EasyOCRRecognizer | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 23.512 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | EasyOCRRecognizer | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 31.338 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | EasyOCRRecognizer | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 36.268 ms | 0 - 171 MB | FP16 | NPU | Use Export Script |
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- | EasyOCRRecognizer | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 24.574 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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@@ -155,21 +155,21 @@ python -m qai_hub_models.models.easyocr.export
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  Profiling Results
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  ------------------------------------------------------------
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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) : 41.2
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- Estimated peak memory usage (MB): [10, 204]
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- Total # Ops : 42
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- Compute Unit(s) : NPU (42 ops)
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  ------------------------------------------------------------
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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) : 118.3
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- Estimated peak memory usage (MB): [8, 11]
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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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1
  ---
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  library_name: pytorch
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+ license: other
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  tags:
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  - android
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  pipeline_tag: image-to-text
 
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  ### Model Details
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+ - **Model Type:** Model_use_case.image_to_text
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  - **Model Stats:**
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  - Model checkpoint: easyocr-small-stage1
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  - Input resolution: 384x384
 
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  - Number of parameters (EasyOCRRecognizer): 3.84M
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  - Model size (EasyOCRRecognizer): 14.7 MB
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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 | 275.371 ms | 15 - 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 | 270.487 ms | 5 - 15 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 80.977 ms | 16 - 75 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 | 75.823 ms | 6 - 45 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 40.542 ms | 12 - 144 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 | 38.443 ms | 6 - 8 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 71.961 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 | 68.905 ms | 2 - 16 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 275.371 ms | 15 - 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 | 270.487 ms | 5 - 15 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 40.388 ms | 11 - 144 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 | 41.006 ms | 3 - 6 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 78.469 ms | 16 - 48 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 74.999 ms | 1 - 19 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 40.488 ms | 10 - 206 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 | 38.509 ms | 6 - 8 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 71.961 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 | 68.905 ms | 2 - 16 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 41.597 ms | 10 - 143 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 | 38.762 ms | 6 - 19 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 40.293 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 | 30.081 ms | 16 - 72 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 | 27.992 ms | 6 - 39 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 28.402 ms | 35 - 67 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 | 24.422 ms | 14 - 48 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 | 27.552 ms | 6 - 39 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 30.522 ms | 41 - 75 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 | 38.733 ms | 6 - 6 MB | NPU | Use Export Script |
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+ | EasyOCRDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 40.316 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 | 484.221 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 | 61.503 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | EasyOCRRecognizer | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 170.834 ms | 9 - 32 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 | 37.665 ms | 0 - 165 MB | NPU | Use Export Script |
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+ | EasyOCRRecognizer | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 106.7 ms | 7 - 11 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 | 23.209 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | EasyOCRRecognizer | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 357.444 ms | 9 - 23 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 | 27.743 ms | 0 - 14 MB | NPU | Use Export Script |
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+ | EasyOCRRecognizer | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 484.221 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 | 61.503 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | EasyOCRRecognizer | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 118.328 ms | 3 - 5 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 | 23.372 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | EasyOCRRecognizer | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 222.836 ms | 11 - 29 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
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+ | EasyOCRRecognizer | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 39.207 ms | 0 - 18 MB | NPU | Use Export Script |
82
+ | EasyOCRRecognizer | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 128.371 ms | 8 - 10 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
83
+ | EasyOCRRecognizer | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 23.416 ms | 0 - 3 MB | NPU | Use Export Script |
84
+ | EasyOCRRecognizer | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 357.444 ms | 9 - 23 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
85
+ | EasyOCRRecognizer | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 27.743 ms | 0 - 14 MB | NPU | Use Export Script |
86
+ | EasyOCRRecognizer | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 118.747 ms | 9 - 11 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
87
+ | EasyOCRRecognizer | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 24.244 ms | 0 - 101 MB | NPU | Use Export Script |
88
+ | EasyOCRRecognizer | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 23.523 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 | 98.78 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 | 17.726 ms | 0 - 430 MB | NPU | Use Export Script |
91
+ | EasyOCRRecognizer | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 15.301 ms | 2 - 23 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 | 101.56 ms | 20 - 34 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 | 15.588 ms | 0 - 431 MB | NPU | Use Export Script |
94
+ | EasyOCRRecognizer | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 16.663 ms | 0 - 12 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
95
+ | EasyOCRRecognizer | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 24.524 ms | 0 - 0 MB | NPU | Use Export Script |
96
+ | EasyOCRRecognizer | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 19.344 ms | 0 - 0 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
97
 
98
 
99
 
 
155
  Profiling Results
156
  ------------------------------------------------------------
157
  EasyOCRDetector
158
+ Device : cs_8275 (ANDROID 14)
159
+ Runtime : TFLITE
160
+ Estimated inference time (ms) : 275.4
161
+ Estimated peak memory usage (MB): [15, 45]
162
+ Total # Ops : 42
163
+ Compute Unit(s) : npu (42 ops) gpu (0 ops) cpu (0 ops)
164
 
165
  ------------------------------------------------------------
166
  EasyOCRRecognizer
167
+ Device : cs_8275 (ANDROID 14)
168
+ Runtime : TFLITE
169
+ Estimated inference time (ms) : 484.2
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)
173
  ```
174
 
175