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v0.51.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.51.0 for changelog.

Files changed (2) hide show
  1. README.md +109 -107
  2. release_assets.json +47 -1
README.md CHANGED
@@ -27,11 +27,11 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.50.2/easyocr-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.50.2/easyocr-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.50.2/easyocr-qnn_dlc-float.zip)
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- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.50.2/easyocr-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.50.2/easyocr-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[EasyOCR on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/easyocr)**.
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@@ -62,108 +62,110 @@ See our repository for [EasyOCR on GitHub](https://github.com/qualcomm/ai-hub-mo
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  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
- | detector | ONNX | float | Snapdragon® X2 Elite | 19.987 ms | 36 - 36 MB | NPU
66
- | detector | ONNX | float | Snapdragon® X Elite | 38.228 ms | 35 - 35 MB | NPU
67
- | detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 27.357 ms | 3 - 238 MB | NPU
68
- | detector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 37.121 ms | 6 - 8 MB | NPU
69
- | detector | ONNX | float | Qualcomm® QCS9075 | 69.962 ms | 6 - 14 MB | NPU
70
- | detector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 21.926 ms | 3 - 171 MB | NPU
71
- | detector | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 5.361 ms | 0 - 161 MB | NPU
72
- | detector | ONNX | w8a8 | Snapdragon® X2 Elite | 26.382 ms | 20 - 20 MB | NPU
73
- | detector | ONNX | w8a8 | Snapdragon® X Elite | 13.674 ms | 19 - 19 MB | NPU
74
- | detector | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 9.749 ms | 2 - 217 MB | NPU
75
- | detector | ONNX | w8a8 | Qualcomm® QCS6490 | 948.125 ms | 224 - 243 MB | CPU
76
- | detector | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 13.061 ms | 1 - 198 MB | NPU
77
- | detector | ONNX | w8a8 | Qualcomm® QCS9075 | 13.44 ms | 1 - 4 MB | NPU
78
- | detector | ONNX | w8a8 | Qualcomm® QCM6690 | 927.919 ms | 233 - 241 MB | CPU
79
- | detector | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 7.759 ms | 2 - 162 MB | NPU
80
- | detector | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 920.173 ms | 233 - 241 MB | CPU
81
- | detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 16.526 ms | 6 - 183 MB | NPU
82
- | detector | QNN_DLC | float | Snapdragon® X2 Elite | 20.651 ms | 6 - 6 MB | NPU
83
- | detector | QNN_DLC | float | Snapdragon® X Elite | 40.855 ms | 6 - 6 MB | NPU
84
- | detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 28.629 ms | 6 - 248 MB | NPU
85
- | detector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 274.902 ms | 0 - 171 MB | NPU
86
- | detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 39.213 ms | 6 - 7 MB | NPU
87
- | detector | QNN_DLC | float | Qualcomm® SA8775P | 70.201 ms | 1 - 171 MB | NPU
88
- | detector | QNN_DLC | float | Qualcomm® QCS9075 | 76.412 ms | 6 - 14 MB | NPU
89
- | detector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 80.478 ms | 6 - 262 MB | NPU
90
- | detector | QNN_DLC | float | Qualcomm® SA7255P | 274.902 ms | 0 - 171 MB | NPU
91
- | detector | QNN_DLC | float | Qualcomm® SA8295P | 77.621 ms | 0 - 183 MB | NPU
92
- | detector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 22.477 ms | 0 - 171 MB | NPU
93
- | detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 16.467 ms | 1 - 184 MB | NPU
94
- | detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 28.726 ms | 1 - 255 MB | NPU
95
- | detector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 275.045 ms | 1 - 179 MB | NPU
96
- | detector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 39.308 ms | 1 - 3 MB | NPU
97
- | detector | TFLITE | float | Qualcomm® SA8775P | 70.269 ms | 1 - 178 MB | NPU
98
- | detector | TFLITE | float | Qualcomm® QCS9075 | 75.468 ms | 0 - 49 MB | NPU
99
- | detector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 81.786 ms | 1 - 271 MB | NPU
100
- | detector | TFLITE | float | Qualcomm® SA7255P | 275.045 ms | 1 - 179 MB | NPU
101
- | detector | TFLITE | float | Qualcomm® SA8295P | 73.833 ms | 1 - 187 MB | NPU
102
- | detector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 22.512 ms | 1 - 180 MB | NPU
103
- | detector | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.463 ms | 0 - 158 MB | NPU
104
- | detector | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.153 ms | 0 - 213 MB | NPU
105
- | detector | TFLITE | w8a8 | Qualcomm® QCS6490 | 51.307 ms | 0 - 24 MB | NPU
106
- | detector | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 35.725 ms | 0 - 156 MB | NPU
107
- | detector | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 9.506 ms | 0 - 3 MB | NPU
108
- | detector | TFLITE | w8a8 | Qualcomm® SA8775P | 10.092 ms | 0 - 155 MB | NPU
109
- | detector | TFLITE | w8a8 | Qualcomm® QCS9075 | 11.75 ms | 0 - 24 MB | NPU
110
- | detector | TFLITE | w8a8 | Qualcomm® QCM6690 | 235.276 ms | 0 - 208 MB | NPU
111
- | detector | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 14.57 ms | 0 - 212 MB | NPU
112
- | detector | TFLITE | w8a8 | Qualcomm® SA7255P | 35.725 ms | 0 - 156 MB | NPU
113
- | detector | TFLITE | w8a8 | Qualcomm® SA8295P | 18.939 ms | 0 - 153 MB | NPU
114
- | detector | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.767 ms | 0 - 158 MB | NPU
115
- | detector | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 18.942 ms | 0 - 176 MB | NPU
116
- | recognizer | ONNX | float | Snapdragon® X2 Elite | 11.97 ms | 13 - 13 MB | NPU
117
- | recognizer | ONNX | float | Snapdragon® X Elite | 16.235 ms | 11 - 11 MB | NPU
118
- | recognizer | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 12.121 ms | 0 - 752 MB | NPU
119
- | recognizer | ONNX | float | Qualcomm® QCS8550 (Proxy) | 16.531 ms | 0 - 17 MB | NPU
120
- | recognizer | ONNX | float | Qualcomm® QCS9075 | 19.253 ms | 0 - 3 MB | NPU
121
- | recognizer | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.272 ms | 0 - 633 MB | NPU
122
- | recognizer | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 9.266 ms | 1 - 874 MB | NPU
123
- | recognizer | ONNX | w8a8 | Snapdragon® X2 Elite | 10.834 ms | 14 - 14 MB | NPU
124
- | recognizer | ONNX | w8a8 | Snapdragon® X Elite | 12.333 ms | 10 - 10 MB | NPU
125
- | recognizer | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 8.892 ms | 2 - 864 MB | NPU
126
- | recognizer | ONNX | w8a8 | Qualcomm® QCS6490 | 120.647 ms | 21 - 24 MB | CPU
127
- | recognizer | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 12.041 ms | 0 - 16 MB | NPU
128
- | recognizer | ONNX | w8a8 | Qualcomm® QCS9075 | 14.271 ms | 2 - 5 MB | NPU
129
- | recognizer | ONNX | w8a8 | Qualcomm® QCM6690 | 55.092 ms | 21 - 27 MB | CPU
130
- | recognizer | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.305 ms | 2 - 704 MB | NPU
131
- | recognizer | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 41.121 ms | 20 - 27 MB | CPU
132
- | recognizer | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.453 ms | 0 - 722 MB | NPU
133
- | recognizer | QNN_DLC | float | Snapdragon® X2 Elite | 12.503 ms | 0 - 0 MB | NPU
134
- | recognizer | QNN_DLC | float | Snapdragon® X Elite | 16.347 ms | 0 - 0 MB | NPU
135
- | recognizer | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 12.495 ms | 0 - 785 MB | NPU
136
- | recognizer | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 47.981 ms | 0 - 669 MB | NPU
137
- | recognizer | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 16.736 ms | 0 - 477 MB | NPU
138
- | recognizer | QNN_DLC | float | Qualcomm® SA8775P | 21.111 ms | 0 - 672 MB | NPU
139
- | recognizer | QNN_DLC | float | Qualcomm® QCS9075 | 18.559 ms | 2 - 4 MB | NPU
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- | recognizer | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 22.289 ms | 0 - 406 MB | NPU
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- | recognizer | QNN_DLC | float | Qualcomm® SA7255P | 47.981 ms | 0 - 669 MB | NPU
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- | recognizer | QNN_DLC | float | Qualcomm® SA8295P | 24.842 ms | 0 - 338 MB | NPU
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- | recognizer | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.379 ms | 0 - 678 MB | NPU
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- | recognizer | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 39.886 ms | 11 - 21 MB | CPU
145
- | recognizer | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 51.863 ms | 7 - 16 MB | CPU
146
- | recognizer | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 171.493 ms | 0 - 8 MB | CPU
147
- | recognizer | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 65.319 ms | 6 - 7 MB | CPU
148
- | recognizer | TFLITE | float | Qualcomm® SA8775P | 98.469 ms | 8 - 14 MB | CPU
149
- | recognizer | TFLITE | float | Qualcomm® QCS9075 | 130.52 ms | 4 - 33 MB | CPU
150
- | recognizer | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 70.962 ms | 6 - 17 MB | CPU
151
- | recognizer | TFLITE | float | Qualcomm® SA7255P | 171.493 ms | 0 - 8 MB | CPU
152
- | recognizer | TFLITE | float | Qualcomm® SA8295P | 71.334 ms | 8 - 13 MB | CPU
153
- | recognizer | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 43.98 ms | 8 - 20 MB | CPU
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- | recognizer | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 27.193 ms | 9 - 19 MB | CPU
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- | recognizer | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 32.055 ms | 5 - 16 MB | CPU
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- | recognizer | TFLITE | w8a8 | Qualcomm® QCS6490 | 187.507 ms | 3 - 22 MB | CPU
157
- | recognizer | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 142.899 ms | 8 - 16 MB | CPU
158
- | recognizer | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 35.309 ms | 5 - 7 MB | CPU
159
- | recognizer | TFLITE | w8a8 | Qualcomm® SA8775P | 70.046 ms | 7 - 13 MB | CPU
160
- | recognizer | TFLITE | w8a8 | Qualcomm® QCS9075 | 100.451 ms | 3 - 21 MB | CPU
161
- | recognizer | TFLITE | w8a8 | Qualcomm® QCM6690 | 74.848 ms | 6 - 12 MB | CPU
162
- | recognizer | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 40.542 ms | 5 - 16 MB | CPU
163
- | recognizer | TFLITE | w8a8 | Qualcomm® SA7255P | 142.899 ms | 8 - 16 MB | CPU
164
- | recognizer | TFLITE | w8a8 | Qualcomm® SA8295P | 50.992 ms | 6 - 11 MB | CPU
165
- | recognizer | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 28.775 ms | 7 - 16 MB | CPU
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- | recognizer | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 57.306 ms | 6 - 13 MB | CPU
 
 
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  ## License
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  * The license for the original implementation of EasyOCR can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.51.0/easyocr-onnx-float.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.51.0/easyocr-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.51.0/easyocr-qnn_dlc-float.zip)
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+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.51.0/easyocr-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.51.0/easyocr-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[EasyOCR on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/easyocr)**.
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  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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+ | detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 16.267 ms | 7 - 179 MB | NPU
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+ | detector | ONNX | float | Snapdragon® X2 Elite | 19.925 ms | 36 - 36 MB | NPU
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+ | detector | ONNX | float | Snapdragon® X Elite | 38.194 ms | 35 - 35 MB | NPU
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+ | detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 27.361 ms | 8 - 246 MB | NPU
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+ | detector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 36.993 ms | 6 - 29 MB | NPU
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+ | detector | ONNX | float | Qualcomm® QCS9075 | 69.986 ms | 6 - 14 MB | NPU
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+ | detector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 21.97 ms | 3 - 171 MB | NPU
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+ | detector | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 5.362 ms | 0 - 162 MB | NPU
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+ | detector | ONNX | w8a8 | Snapdragon® X2 Elite | 6.712 ms | 20 - 20 MB | NPU
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+ | detector | ONNX | w8a8 | Snapdragon® X Elite | 13.661 ms | 19 - 19 MB | NPU
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+ | detector | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 9.744 ms | 2 - 218 MB | NPU
76
+ | detector | ONNX | w8a8 | Qualcomm® QCS6490 | 947.215 ms | 224 - 243 MB | CPU
77
+ | detector | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 13.055 ms | 1 - 217 MB | NPU
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+ | detector | ONNX | w8a8 | Qualcomm® QCS9075 | 13.331 ms | 1 - 4 MB | NPU
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+ | detector | ONNX | w8a8 | Qualcomm® QCM6690 | 929.664 ms | 197 - 205 MB | CPU
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+ | detector | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 7.744 ms | 2 - 160 MB | NPU
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+ | detector | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 917.263 ms | 233 - 240 MB | CPU
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+ | detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 16.532 ms | 6 - 184 MB | NPU
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+ | detector | QNN_DLC | float | Snapdragon® X2 Elite | 20.72 ms | 6 - 6 MB | NPU
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+ | detector | QNN_DLC | float | Snapdragon® X Elite | 39.442 ms | 6 - 6 MB | NPU
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+ | detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 27.94 ms | 6 - 235 MB | NPU
86
+ | detector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 269.326 ms | 2 - 171 MB | NPU
87
+ | detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 37.756 ms | 6 - 111 MB | NPU
88
+ | detector | QNN_DLC | float | Qualcomm® SA8775P | 67.981 ms | 2 - 171 MB | NPU
89
+ | detector | QNN_DLC | float | Qualcomm® QCS9075 | 75.57 ms | 8 - 16 MB | NPU
90
+ | detector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 80.627 ms | 6 - 259 MB | NPU
91
+ | detector | QNN_DLC | float | Qualcomm® SA7255P | 269.326 ms | 2 - 171 MB | NPU
92
+ | detector | QNN_DLC | float | Qualcomm® SA8295P | 77.679 ms | 2 - 186 MB | NPU
93
+ | detector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 21.874 ms | 0 - 167 MB | NPU
94
+ | detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 16.513 ms | 1 - 181 MB | NPU
95
+ | detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 28.11 ms | 1 - 261 MB | NPU
96
+ | detector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 269.441 ms | 1 - 174 MB | NPU
97
+ | detector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 38.13 ms | 1 - 3 MB | NPU
98
+ | detector | TFLITE | float | Qualcomm® SA8775P | 67.993 ms | 1 - 175 MB | NPU
99
+ | detector | TFLITE | float | Qualcomm® QCS9075 | 75.386 ms | 0 - 49 MB | NPU
100
+ | detector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 81.164 ms | 0 - 284 MB | NPU
101
+ | detector | TFLITE | float | Qualcomm® SA7255P | 269.441 ms | 1 - 174 MB | NPU
102
+ | detector | TFLITE | float | Qualcomm® SA8295P | 73.86 ms | 1 - 185 MB | NPU
103
+ | detector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 21.86 ms | 1 - 169 MB | NPU
104
+ | detector | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.46 ms | 0 - 160 MB | NPU
105
+ | detector | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.172 ms | 0 - 211 MB | NPU
106
+ | detector | TFLITE | w8a8 | Qualcomm® QCS6490 | 51.228 ms | 0 - 24 MB | NPU
107
+ | detector | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 35.804 ms | 0 - 154 MB | NPU
108
+ | detector | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 9.493 ms | 0 - 2 MB | NPU
109
+ | detector | TFLITE | w8a8 | Qualcomm® SA8775P | 10.093 ms | 0 - 158 MB | NPU
110
+ | detector | TFLITE | w8a8 | Qualcomm® QCS9075 | 11.892 ms | 0 - 24 MB | NPU
111
+ | detector | TFLITE | w8a8 | Qualcomm® QCM6690 | 218.248 ms | 0 - 209 MB | NPU
112
+ | detector | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 14.682 ms | 0 - 209 MB | NPU
113
+ | detector | TFLITE | w8a8 | Qualcomm® SA7255P | 35.804 ms | 0 - 154 MB | NPU
114
+ | detector | TFLITE | w8a8 | Qualcomm® SA8295P | 18.989 ms | 0 - 153 MB | NPU
115
+ | detector | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.748 ms | 0 - 158 MB | NPU
116
+ | detector | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 18.784 ms | 0 - 176 MB | NPU
117
+ | recognizer | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.493 ms | 0 - 790 MB | NPU
118
+ | recognizer | ONNX | float | Snapdragon® X2 Elite | 12.001 ms | 13 - 13 MB | NPU
119
+ | recognizer | ONNX | float | Snapdragon® X Elite | 16.161 ms | 11 - 11 MB | NPU
120
+ | recognizer | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 12.274 ms | 0 - 773 MB | NPU
121
+ | recognizer | ONNX | float | Qualcomm® QCS8550 (Proxy) | 16.232 ms | 0 - 21 MB | NPU
122
+ | recognizer | ONNX | float | Qualcomm® QCS9075 | 18.504 ms | 0 - 3 MB | NPU
123
+ | recognizer | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.199 ms | 0 - 640 MB | NPU
124
+ | recognizer | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 9.266 ms | 1 - 873 MB | NPU
125
+ | recognizer | ONNX | w8a8 | Snapdragon® X2 Elite | 10.762 ms | 14 - 14 MB | NPU
126
+ | recognizer | ONNX | w8a8 | Snapdragon® X Elite | 12.276 ms | 10 - 10 MB | NPU
127
+ | recognizer | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 8.906 ms | 2 - 866 MB | NPU
128
+ | recognizer | ONNX | w8a8 | Qualcomm® QCS6490 | 121.646 ms | 20 - 24 MB | CPU
129
+ | recognizer | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 11.951 ms | 0 - 16 MB | NPU
130
+ | recognizer | ONNX | w8a8 | Qualcomm® QCS9075 | 13.945 ms | 2 - 5 MB | NPU
131
+ | recognizer | ONNX | w8a8 | Qualcomm® QCM6690 | 55.077 ms | 17 - 24 MB | CPU
132
+ | recognizer | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.302 ms | 2 - 701 MB | NPU
133
+ | recognizer | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 40.881 ms | 19 - 26 MB | CPU
134
+ | recognizer | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.419 ms | 0 - 735 MB | NPU
135
+ | recognizer | QNN_DLC | float | Snapdragon® X2 Elite | 12.168 ms | 0 - 0 MB | NPU
136
+ | recognizer | QNN_DLC | float | Snapdragon® X Elite | 16.153 ms | 0 - 0 MB | NPU
137
+ | recognizer | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 12.472 ms | 0 - 832 MB | NPU
138
+ | recognizer | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 47.542 ms | 0 - 691 MB | NPU
139
+ | recognizer | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 16.682 ms | 0 - 3 MB | NPU
140
+ | recognizer | QNN_DLC | float | Qualcomm® SA8775P | 20.334 ms | 0 - 700 MB | NPU
141
+ | recognizer | QNN_DLC | float | Qualcomm® QCS9075 | 19.2 ms | 0 - 2 MB | NPU
142
+ | recognizer | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 22.24 ms | 0 - 402 MB | NPU
143
+ | recognizer | QNN_DLC | float | Qualcomm® SA7255P | 47.542 ms | 0 - 691 MB | NPU
144
+ | recognizer | QNN_DLC | float | Qualcomm® SA8295P | 24.802 ms | 0 - 337 MB | NPU
145
+ | recognizer | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.274 ms | 0 - 696 MB | NPU
146
+ | recognizer | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 40.954 ms | 10 - 20 MB | CPU
147
+ | recognizer | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 53.437 ms | 2 - 10 MB | CPU
148
+ | recognizer | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 175.498 ms | 8 - 16 MB | CPU
149
+ | recognizer | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 59.374 ms | 5 - 8 MB | CPU
150
+ | recognizer | TFLITE | float | Qualcomm® SA8775P | 98.424 ms | 8 - 13 MB | CPU
151
+ | recognizer | TFLITE | float | Qualcomm® QCS9075 | 132.374 ms | 4 - 33 MB | CPU
152
+ | recognizer | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 70.415 ms | 7 - 18 MB | CPU
153
+ | recognizer | TFLITE | float | Qualcomm® SA7255P | 175.498 ms | 8 - 16 MB | CPU
154
+ | recognizer | TFLITE | float | Qualcomm® SA8295P | 71.147 ms | 8 - 13 MB | CPU
155
+ | recognizer | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 42.927 ms | 8 - 16 MB | CPU
156
+ | recognizer | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 26.99 ms | 9 - 19 MB | CPU
157
+ | recognizer | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 32.418 ms | 5 - 15 MB | CPU
158
+ | recognizer | TFLITE | w8a8 | Qualcomm® QCS6490 | 192.194 ms | 3 - 22 MB | CPU
159
+ | recognizer | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 141.017 ms | 5 - 13 MB | CPU
160
+ | recognizer | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 35.69 ms | 5 - 7 MB | CPU
161
+ | recognizer | TFLITE | w8a8 | Qualcomm® SA8775P | 69.472 ms | 10 - 15 MB | CPU
162
+ | recognizer | TFLITE | w8a8 | Qualcomm® QCS9075 | 98.699 ms | 3 - 21 MB | CPU
163
+ | recognizer | TFLITE | w8a8 | Qualcomm® QCM6690 | 73.06 ms | 8 - 14 MB | CPU
164
+ | recognizer | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 42.4 ms | 6 - 17 MB | CPU
165
+ | recognizer | TFLITE | w8a8 | Qualcomm® SA7255P | 141.017 ms | 5 - 13 MB | CPU
166
+ | recognizer | TFLITE | w8a8 | Qualcomm® SA8295P | 49.746 ms | 6 - 11 MB | CPU
167
+ | recognizer | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 28.172 ms | 7 - 19 MB | CPU
168
+ | recognizer | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 57.238 ms | 8 - 15 MB | CPU
169
 
170
  ## License
171
  * The license for the original implementation of EasyOCR can be found
release_assets.json CHANGED
@@ -1 +1,47 @@
1
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1
+ {
2
+ "version": "0.51.0",
3
+ "precisions": {
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+ "float": {
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+ "universal_assets": {
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+ "tflite": {
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+ "tool_versions": {
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+ "qairt": "2.45.0.260326154327",
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.51.0/easyocr-tflite-float.zip"
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+ },
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+ "qnn_dlc": {
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+ "tool_versions": {
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+ "qairt": "2.45.0.260326154327"
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.51.0/easyocr-qnn_dlc-float.zip"
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+ },
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+ "onnx": {
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+ "tool_versions": {
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+ "qairt": "2.42.0.251225135753_193295",
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+ "onnx_runtime": "1.24.3"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.51.0/easyocr-onnx-float.zip"
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+ }
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+ }
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+ },
28
+ "w8a8": {
29
+ "universal_assets": {
30
+ "tflite": {
31
+ "tool_versions": {
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+ "qairt": "2.45.0.260326154327",
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+ "litert": "1.4.2"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.51.0/easyocr-tflite-w8a8.zip"
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+ },
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+ "onnx": {
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+ "tool_versions": {
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+ "qairt": "2.42.0.251225135753_193295",
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+ "onnx_runtime": "1.24.3"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.51.0/easyocr-onnx-w8a8.zip"
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+ }
44
+ }
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+ }
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+ }
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+ }