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v0.53.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.

Files changed (2) hide show
  1. README.md +141 -109
  2. release_assets.json +8 -8
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/v0.52.0/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/v0.52.0/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/v0.52.0/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/v0.52.0/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/v0.52.0/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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@@ -62,110 +62,142 @@ 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® 8 Elite Gen 5 Mobile | 16.09 ms | 7 - 178 MB | NPU
66
- | detector | ONNX | float | Snapdragon® X2 Elite | 19.976 ms | 36 - 36 MB | NPU
67
- | detector | ONNX | float | Snapdragon® X Elite | 38.231 ms | 35 - 35 MB | NPU
68
- | detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 27.266 ms | 8 - 246 MB | NPU
69
- | detector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 36.898 ms | 6 - 56 MB | NPU
70
- | detector | ONNX | float | Qualcomm® QCS9075 | 70.006 ms | 5 - 14 MB | NPU
71
- | detector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 21.976 ms | 2 - 168 MB | NPU
72
- | detector | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 5.358 ms | 0 - 161 MB | NPU
73
- | detector | ONNX | w8a8 | Snapdragon® X2 Elite | 6.724 ms | 20 - 20 MB | NPU
74
- | detector | ONNX | w8a8 | Snapdragon® X Elite | 13.635 ms | 19 - 19 MB | NPU
75
- | detector | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 9.76 ms | 2 - 217 MB | NPU
76
- | detector | ONNX | w8a8 | Qualcomm® QCS6490 | 955.653 ms | 223 - 242 MB | CPU
77
- | detector | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 13.085 ms | 1 - 3 MB | NPU
78
- | detector | ONNX | w8a8 | Qualcomm® QCS9075 | 13.418 ms | 1 - 4 MB | NPU
79
- | detector | ONNX | w8a8 | Qualcomm® QCM6690 | 930.271 ms | 231 - 237 MB | CPU
80
- | detector | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 7.746 ms | 2 - 160 MB | NPU
81
- | detector | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 917.064 ms | 232 - 239 MB | CPU
82
- | detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 16.619 ms | 6 - 183 MB | NPU
83
- | detector | QNN_DLC | float | Snapdragon® X2 Elite | 20.722 ms | 6 - 6 MB | NPU
84
- | detector | QNN_DLC | float | Snapdragon® X Elite | 39.45 ms | 6 - 6 MB | NPU
85
- | detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 27.921 ms | 6 - 235 MB | NPU
86
- | detector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 269.349 ms | 1 - 170 MB | NPU
87
- | detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 37.719 ms | 6 - 211 MB | NPU
88
- | detector | QNN_DLC | float | Qualcomm® SA8775P | 67.965 ms | 2 - 171 MB | NPU
89
- | detector | QNN_DLC | float | Qualcomm® QCS9075 | 76.23 ms | 6 - 14 MB | NPU
90
- | detector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 82.38 ms | 6 - 258 MB | NPU
91
- | detector | QNN_DLC | float | Qualcomm® SA7255P | 269.349 ms | 1 - 170 MB | NPU
92
- | detector | QNN_DLC | float | Qualcomm® SA8295P | 77.661 ms | 0 - 184 MB | NPU
93
- | detector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 21.871 ms | 0 - 166 MB | NPU
94
- | detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 16.547 ms | 0 - 180 MB | NPU
95
- | detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 28.092 ms | 0 - 260 MB | NPU
96
- | detector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 269.48 ms | 1 - 175 MB | NPU
97
- | detector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 37.738 ms | 1 - 3 MB | NPU
98
- | detector | TFLITE | float | Qualcomm® SA8775P | 68.004 ms | 1 - 175 MB | NPU
99
- | detector | TFLITE | float | Qualcomm® QCS9075 | 75.468 ms | 0 - 49 MB | NPU
100
- | detector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 80.966 ms | 1 - 285 MB | NPU
101
- | detector | TFLITE | float | Qualcomm® SA7255P | 269.48 ms | 1 - 175 MB | NPU
102
- | detector | TFLITE | float | Qualcomm® SA8295P | 73.891 ms | 1 - 186 MB | NPU
103
- | detector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 21.932 ms | 0 - 169 MB | NPU
104
- | detector | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.456 ms | 0 - 160 MB | NPU
105
- | detector | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.173 ms | 0 - 209 MB | NPU
106
- | detector | TFLITE | w8a8 | Qualcomm® QCS6490 | 51.268 ms | 0 - 24 MB | NPU
107
- | detector | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 35.821 ms | 0 - 154 MB | NPU
108
- | detector | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 9.473 ms | 0 - 3 MB | NPU
109
- | detector | TFLITE | w8a8 | Qualcomm® SA8775P | 10.08 ms | 0 - 156 MB | NPU
110
- | detector | TFLITE | w8a8 | Qualcomm® QCS9075 | 12.088 ms | 0 - 24 MB | NPU
111
- | detector | TFLITE | w8a8 | Qualcomm® QCM6690 | 234.451 ms | 0 - 208 MB | NPU
112
- | detector | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 14.653 ms | 0 - 212 MB | NPU
113
- | detector | TFLITE | w8a8 | Qualcomm® SA7255P | 35.821 ms | 0 - 154 MB | NPU
114
- | detector | TFLITE | w8a8 | Qualcomm® SA8295P | 18.946 ms | 0 - 153 MB | NPU
115
- | detector | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.763 ms | 0 - 158 MB | NPU
116
- | detector | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 18.813 ms | 0 - 173 MB | NPU
117
- | recognizer | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.459 ms | 0 - 791 MB | NPU
118
- | recognizer | ONNX | float | Snapdragon® X2 Elite | 11.854 ms | 13 - 13 MB | NPU
119
- | recognizer | ONNX | float | Snapdragon® X Elite | 16.219 ms | 11 - 11 MB | NPU
120
- | recognizer | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 12.214 ms | 0 - 751 MB | NPU
121
- | recognizer | ONNX | float | Qualcomm® QCS8550 (Proxy) | 17.29 ms | 0 - 19 MB | NPU
122
- | recognizer | ONNX | float | Qualcomm® QCS9075 | 18.986 ms | 0 - 3 MB | NPU
123
- | recognizer | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.232 ms | 0 - 654 MB | NPU
124
- | recognizer | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 9.26 ms | 1 - 873 MB | NPU
125
- | recognizer | ONNX | w8a8 | Snapdragon® X2 Elite | 10.982 ms | 14 - 14 MB | NPU
126
- | recognizer | ONNX | w8a8 | Snapdragon® X Elite | 12.27 ms | 10 - 10 MB | NPU
127
- | recognizer | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 8.958 ms | 2 - 883 MB | NPU
128
- | recognizer | ONNX | w8a8 | Qualcomm® QCS6490 | 119.087 ms | 20 - 24 MB | CPU
129
- | recognizer | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 12.667 ms | 0 - 17 MB | NPU
130
- | recognizer | ONNX | w8a8 | Qualcomm® QCS9075 | 14.508 ms | 2 - 5 MB | NPU
131
- | recognizer | ONNX | w8a8 | Qualcomm® QCM6690 | 56.536 ms | 17 - 24 MB | CPU
132
- | recognizer | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.297 ms | 1 - 696 MB | NPU
133
- | recognizer | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 41.261 ms | 19 - 26 MB | CPU
134
- | recognizer | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.394 ms | 0 - 735 MB | NPU
135
- | recognizer | QNN_DLC | float | Snapdragon® X2 Elite | 12.214 ms | 0 - 0 MB | NPU
136
- | recognizer | QNN_DLC | float | Snapdragon® X Elite | 16.191 ms | 0 - 0 MB | NPU
137
- | recognizer | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 12.436 ms | 0 - 835 MB | NPU
138
- | recognizer | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 47.526 ms | 0 - 691 MB | NPU
139
- | recognizer | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 16.319 ms | 0 - 326 MB | NPU
140
- | recognizer | QNN_DLC | float | Qualcomm® SA8775P | 20.414 ms | 0 - 700 MB | NPU
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- | recognizer | QNN_DLC | float | Qualcomm® QCS9075 | 19.262 ms | 0 - 2 MB | NPU
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- | recognizer | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 22.106 ms | 0 - 404 MB | NPU
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- | recognizer | QNN_DLC | float | Qualcomm® SA7255P | 47.526 ms | 0 - 691 MB | NPU
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- | recognizer | QNN_DLC | float | Qualcomm® SA8295P | 24.712 ms | 0 - 337 MB | NPU
145
- | recognizer | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.299 ms | 0 - 697 MB | NPU
146
- | recognizer | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 40.782 ms | 10 - 20 MB | CPU
147
- | recognizer | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 51.787 ms | 7 - 16 MB | CPU
148
- | recognizer | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 174.375 ms | 8 - 17 MB | CPU
149
- | recognizer | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 61.042 ms | 6 - 8 MB | CPU
150
- | recognizer | TFLITE | float | Qualcomm® SA8775P | 98.736 ms | 8 - 13 MB | CPU
151
- | recognizer | TFLITE | float | Qualcomm® QCS9075 | 135.122 ms | 4 - 33 MB | CPU
152
- | recognizer | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 79.777 ms | 6 - 17 MB | CPU
153
- | recognizer | TFLITE | float | Qualcomm® SA7255P | 174.375 ms | 8 - 17 MB | CPU
154
- | recognizer | TFLITE | float | Qualcomm® SA8295P | 71.028 ms | 6 - 12 MB | CPU
155
- | recognizer | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 46.191 ms | 7 - 16 MB | CPU
156
- | recognizer | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 27.335 ms | 9 - 19 MB | CPU
157
- | recognizer | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 31.902 ms | 5 - 15 MB | CPU
158
- | recognizer | TFLITE | w8a8 | Qualcomm® QCS6490 | 167.679 ms | 3 - 22 MB | CPU
159
- | recognizer | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 151.126 ms | 0 - 8 MB | CPU
160
- | recognizer | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 36.207 ms | 5 - 28 MB | CPU
161
- | recognizer | TFLITE | w8a8 | Qualcomm® SA8775P | 70.022 ms | 8 - 13 MB | CPU
162
- | recognizer | TFLITE | w8a8 | Qualcomm® QCS9075 | 96.555 ms | 3 - 21 MB | CPU
163
- | recognizer | TFLITE | w8a8 | Qualcomm® QCM6690 | 75.194 ms | 8 - 14 MB | CPU
164
- | recognizer | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 47.931 ms | 6 - 17 MB | CPU
165
- | recognizer | TFLITE | w8a8 | Qualcomm® SA7255P | 151.126 ms | 0 - 8 MB | CPU
166
- | recognizer | TFLITE | w8a8 | Qualcomm® SA8295P | 51.983 ms | 6 - 11 MB | CPU
167
- | recognizer | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 28.161 ms | 7 - 15 MB | CPU
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- | recognizer | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 57.51 ms | 8 - 15 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 |
29
  |---|---|---|---|---|
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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/v0.53.0/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/v0.53.0/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/v0.53.0/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/v0.53.0/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/v0.53.0/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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62
  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
+ | detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 16.117 ms | 7 - 176 MB | NPU
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+ | detector | ONNX | float | Snapdragon® 8 Elite Mobile | 21.877 ms | 3 - 171 MB | NPU
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+ | detector | ONNX | float | Snapdragon® X2 Elite | 20.02 ms | 36 - 36 MB | NPU
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+ | detector | ONNX | float | Snapdragon® X Elite | 38.281 ms | 35 - 35 MB | NPU
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+ | detector | ONNX | float | Snapdragon® X Elite | 38.281 ms | 35 - 35 MB | NPU
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+ | detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 27.179 ms | 3 - 237 MB | NPU
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+ | detector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 37.381 ms | 6 - 8 MB | NPU
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+ | detector | ONNX | float | Qualcomm® QCS9075 | 69.962 ms | 5 - 14 MB | NPU
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+ | detector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 21.877 ms | 3 - 171 MB | NPU
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+ | detector | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 5.358 ms | 0 - 162 MB | NPU
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+ | detector | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 7.762 ms | 2 - 159 MB | NPU
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+ | detector | ONNX | w8a8 | Snapdragon® X2 Elite | 6.717 ms | 20 - 20 MB | NPU
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+ | detector | ONNX | w8a8 | Snapdragon® X Elite | 13.655 ms | 19 - 19 MB | NPU
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+ | detector | ONNX | w8a8 | Snapdragon® X Elite | 13.655 ms | 19 - 19 MB | NPU
79
+ | detector | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 9.741 ms | 2 - 218 MB | NPU
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+ | detector | ONNX | w8a8 | Qualcomm® QCS6490 | 955.669 ms | 229 - 248 MB | CPU
81
+ | detector | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 13.068 ms | 1 - 4 MB | NPU
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+ | detector | ONNX | w8a8 | Qualcomm® QCS9075 | 13.593 ms | 1 - 4 MB | NPU
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+ | detector | ONNX | w8a8 | Qualcomm® QCM6690 | 929.421 ms | 231 - 238 MB | CPU
84
+ | detector | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 7.762 ms | 2 - 159 MB | NPU
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+ | detector | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 917.984 ms | 234 - 241 MB | CPU
86
+ | detector | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 917.984 ms | 234 - 241 MB | CPU
87
+ | detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 16.495 ms | 6 - 182 MB | NPU
88
+ | detector | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 21.906 ms | 6 - 171 MB | NPU
89
+ | detector | QNN_DLC | float | Snapdragon® X2 Elite | 20.791 ms | 6 - 6 MB | NPU
90
+ | detector | QNN_DLC | float | Snapdragon® X Elite | 39.419 ms | 6 - 6 MB | NPU
91
+ | detector | QNN_DLC | float | Snapdragon® X Elite | 39.419 ms | 6 - 6 MB | NPU
92
+ | detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 28.05 ms | 0 - 230 MB | NPU
93
+ | detector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 269.357 ms | 1 - 171 MB | NPU
94
+ | detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 38.249 ms | 6 - 7 MB | NPU
95
+ | detector | QNN_DLC | float | Qualcomm® SA8775P | 67.976 ms | 0 - 170 MB | NPU
96
+ | detector | QNN_DLC | float | Qualcomm® SA8775P | 67.976 ms | 0 - 170 MB | NPU
97
+ | detector | QNN_DLC | float | Qualcomm® SA8775P | 67.976 ms | 0 - 170 MB | NPU
98
+ | detector | QNN_DLC | float | Qualcomm® QCS9075 | 76.171 ms | 6 - 14 MB | NPU
99
+ | detector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 80.545 ms | 6 - 258 MB | NPU
100
+ | detector | QNN_DLC | float | Qualcomm® SA7255P | 269.357 ms | 1 - 171 MB | NPU
101
+ | detector | QNN_DLC | float | Qualcomm® SA8295P | 77.685 ms | 0 - 185 MB | NPU
102
+ | detector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 21.906 ms | 6 - 171 MB | NPU
103
+ | detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 16.479 ms | 0 - 180 MB | NPU
104
+ | detector | TFLITE | float | Snapdragon® 8 Elite Mobile | 21.855 ms | 1 - 169 MB | NPU
105
+ | detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 27.994 ms | 1 - 259 MB | NPU
106
+ | detector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 269.383 ms | 1 - 174 MB | NPU
107
+ | detector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 38.201 ms | 1 - 3 MB | NPU
108
+ | detector | TFLITE | float | Qualcomm® SA8775P | 67.995 ms | 1 - 175 MB | NPU
109
+ | detector | TFLITE | float | Qualcomm® SA8775P | 67.995 ms | 1 - 175 MB | NPU
110
+ | detector | TFLITE | float | Qualcomm® SA8775P | 67.995 ms | 1 - 175 MB | NPU
111
+ | detector | TFLITE | float | Qualcomm® QCS9075 | 75.431 ms | 0 - 49 MB | NPU
112
+ | detector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 80.637 ms | 1 - 283 MB | NPU
113
+ | detector | TFLITE | float | Qualcomm® SA7255P | 269.383 ms | 1 - 174 MB | NPU
114
+ | detector | TFLITE | float | Qualcomm® SA8295P | 73.897 ms | 1 - 184 MB | NPU
115
+ | detector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 21.855 ms | 1 - 169 MB | NPU
116
+ | detector | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.459 ms | 0 - 159 MB | NPU
117
+ | detector | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 5.759 ms | 0 - 159 MB | NPU
118
+ | detector | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.171 ms | 0 - 209 MB | NPU
119
+ | detector | TFLITE | w8a8 | Qualcomm® QCS6490 | 51.313 ms | 0 - 24 MB | NPU
120
+ | detector | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 35.802 ms | 0 - 155 MB | NPU
121
+ | detector | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 9.486 ms | 0 - 34 MB | NPU
122
+ | detector | TFLITE | w8a8 | Qualcomm® SA8775P | 10.044 ms | 0 - 157 MB | NPU
123
+ | detector | TFLITE | w8a8 | Qualcomm® SA8775P | 10.044 ms | 0 - 157 MB | NPU
124
+ | detector | TFLITE | w8a8 | Qualcomm® SA8775P | 10.044 ms | 0 - 157 MB | NPU
125
+ | detector | TFLITE | w8a8 | Qualcomm® QCS9075 | 11.825 ms | 0 - 24 MB | NPU
126
+ | detector | TFLITE | w8a8 | Qualcomm® QCM6690 | 243.364 ms | 0 - 209 MB | NPU
127
+ | detector | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 14.689 ms | 0 - 211 MB | NPU
128
+ | detector | TFLITE | w8a8 | Qualcomm® SA7255P | 35.802 ms | 0 - 155 MB | NPU
129
+ | detector | TFLITE | w8a8 | Qualcomm® SA8295P | 19.013 ms | 0 - 153 MB | NPU
130
+ | detector | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.759 ms | 0 - 159 MB | NPU
131
+ | detector | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 18.728 ms | 0 - 173 MB | NPU
132
+ | detector | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 18.728 ms | 0 - 173 MB | NPU
133
+ | recognizer | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.486 ms | 0 - 791 MB | NPU
134
+ | recognizer | ONNX | float | Snapdragon® 8 Elite Mobile | 10.234 ms | 0 - 639 MB | NPU
135
+ | recognizer | ONNX | float | Snapdragon® X2 Elite | 11.896 ms | 13 - 13 MB | NPU
136
+ | recognizer | ONNX | float | Snapdragon® X Elite | 16.238 ms | 11 - 11 MB | NPU
137
+ | recognizer | ONNX | float | Snapdragon® X Elite | 16.238 ms | 11 - 11 MB | NPU
138
+ | recognizer | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 12.088 ms | 0 - 764 MB | NPU
139
+ | recognizer | ONNX | float | Qualcomm® QCS8550 (Proxy) | 17.032 ms | 0 - 31 MB | NPU
140
+ | recognizer | ONNX | float | Qualcomm® QCS9075 | 18.818 ms | 0 - 3 MB | NPU
141
+ | recognizer | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.234 ms | 0 - 639 MB | NPU
142
+ | recognizer | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 9.268 ms | 1 - 873 MB | NPU
143
+ | recognizer | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 8.306 ms | 1 - 701 MB | NPU
144
+ | recognizer | ONNX | w8a8 | Snapdragon® X2 Elite | 10.77 ms | 14 - 14 MB | NPU
145
+ | recognizer | ONNX | w8a8 | Snapdragon® X Elite | 12.299 ms | 10 - 10 MB | NPU
146
+ | recognizer | ONNX | w8a8 | Snapdragon® X Elite | 12.299 ms | 10 - 10 MB | NPU
147
+ | recognizer | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 8.996 ms | 2 - 883 MB | NPU
148
+ | recognizer | ONNX | w8a8 | Qualcomm® QCS6490 | 122.172 ms | 20 - 24 MB | CPU
149
+ | recognizer | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 11.978 ms | 0 - 440 MB | NPU
150
+ | recognizer | ONNX | w8a8 | Qualcomm® QCS9075 | 14.86 ms | 2 - 5 MB | NPU
151
+ | recognizer | ONNX | w8a8 | Qualcomm® QCM6690 | 55.882 ms | 19 - 25 MB | CPU
152
+ | recognizer | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.306 ms | 1 - 701 MB | NPU
153
+ | recognizer | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 40.951 ms | 17 - 24 MB | CPU
154
+ | recognizer | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 40.951 ms | 17 - 24 MB | CPU
155
+ | recognizer | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.4 ms | 0 - 731 MB | NPU
156
+ | recognizer | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 10.279 ms | 0 - 699 MB | NPU
157
+ | recognizer | QNN_DLC | float | Snapdragon® X2 Elite | 12.162 ms | 0 - 0 MB | NPU
158
+ | recognizer | QNN_DLC | float | Snapdragon® X Elite | 16.177 ms | 0 - 0 MB | NPU
159
+ | recognizer | QNN_DLC | float | Snapdragon® X Elite | 16.177 ms | 0 - 0 MB | NPU
160
+ | recognizer | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 12.417 ms | 0 - 831 MB | NPU
161
+ | recognizer | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 47.453 ms | 0 - 692 MB | NPU
162
+ | recognizer | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 17.082 ms | 0 - 348 MB | NPU
163
+ | recognizer | QNN_DLC | float | Qualcomm® SA8775P | 20.319 ms | 0 - 700 MB | NPU
164
+ | recognizer | QNN_DLC | float | Qualcomm® SA8775P | 20.319 ms | 0 - 700 MB | NPU
165
+ | recognizer | QNN_DLC | float | Qualcomm® SA8775P | 20.319 ms | 0 - 700 MB | NPU
166
+ | recognizer | QNN_DLC | float | Qualcomm® QCS9075 | 18.772 ms | 0 - 2 MB | NPU
167
+ | recognizer | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 22.436 ms | 0 - 404 MB | NPU
168
+ | recognizer | QNN_DLC | float | Qualcomm® SA7255P | 47.453 ms | 0 - 692 MB | NPU
169
+ | recognizer | QNN_DLC | float | Qualcomm® SA8295P | 24.752 ms | 0 - 337 MB | NPU
170
+ | recognizer | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.279 ms | 0 - 699 MB | NPU
171
+ | recognizer | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 39.498 ms | 10 - 21 MB | CPU
172
+ | recognizer | TFLITE | float | Snapdragon® 8 Elite Mobile | 45.034 ms | 7 - 15 MB | CPU
173
+ | recognizer | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 52.047 ms | 6 - 15 MB | CPU
174
+ | recognizer | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 173.475 ms | 8 - 16 MB | CPU
175
+ | recognizer | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 70.537 ms | 6 - 8 MB | CPU
176
+ | recognizer | TFLITE | float | Qualcomm® SA8775P | 99.522 ms | 9 - 14 MB | CPU
177
+ | recognizer | TFLITE | float | Qualcomm® SA8775P | 99.522 ms | 9 - 14 MB | CPU
178
+ | recognizer | TFLITE | float | Qualcomm® SA8775P | 99.522 ms | 9 - 14 MB | CPU
179
+ | recognizer | TFLITE | float | Qualcomm® QCS9075 | 135.05 ms | 4 - 33 MB | CPU
180
+ | recognizer | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 76.956 ms | 6 - 16 MB | CPU
181
+ | recognizer | TFLITE | float | Qualcomm® SA7255P | 173.475 ms | 8 - 16 MB | CPU
182
+ | recognizer | TFLITE | float | Qualcomm® SA8295P | 68.884 ms | 5 - 10 MB | CPU
183
+ | recognizer | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 45.034 ms | 7 - 15 MB | CPU
184
+ | recognizer | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 26.959 ms | 9 - 19 MB | CPU
185
+ | recognizer | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 29.368 ms | 7 - 19 MB | CPU
186
+ | recognizer | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 32.709 ms | 5 - 15 MB | CPU
187
+ | recognizer | TFLITE | w8a8 | Qualcomm® QCS6490 | 141.598 ms | 3 - 22 MB | CPU
188
+ | recognizer | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 140.038 ms | 8 - 17 MB | CPU
189
+ | recognizer | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 36.767 ms | 5 - 6 MB | CPU
190
+ | recognizer | TFLITE | w8a8 | Qualcomm® SA8775P | 70.718 ms | 7 - 13 MB | CPU
191
+ | recognizer | TFLITE | w8a8 | Qualcomm® SA8775P | 70.718 ms | 7 - 13 MB | CPU
192
+ | recognizer | TFLITE | w8a8 | Qualcomm® SA8775P | 70.718 ms | 7 - 13 MB | CPU
193
+ | recognizer | TFLITE | w8a8 | Qualcomm® QCS9075 | 98.783 ms | 3 - 21 MB | CPU
194
+ | recognizer | TFLITE | w8a8 | Qualcomm® QCM6690 | 76.78 ms | 6 - 13 MB | CPU
195
+ | recognizer | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 46.053 ms | 6 - 17 MB | CPU
196
+ | recognizer | TFLITE | w8a8 | Qualcomm® SA7255P | 140.038 ms | 8 - 17 MB | CPU
197
+ | recognizer | TFLITE | w8a8 | Qualcomm® SA8295P | 50.717 ms | 6 - 11 MB | CPU
198
+ | recognizer | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 29.368 ms | 7 - 19 MB | CPU
199
+ | recognizer | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 56.757 ms | 8 - 15 MB | CPU
200
+ | recognizer | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 56.757 ms | 8 - 15 MB | CPU
201
 
202
  ## License
203
  * The license for the original implementation of EasyOCR can be found
release_assets.json CHANGED
@@ -1,21 +1,21 @@
1
  {
2
- "version": "0.52.0",
3
  "precisions": {
4
  "w8a8": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
- "litert": "1.4.2"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.52.0/easyocr-tflite-w8a8.zip"
12
  },
13
  "onnx": {
14
  "tool_versions": {
15
  "qairt": "2.42.0.251225135753_193295",
16
  "onnx_runtime": "1.24.3"
17
  },
18
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.52.0/easyocr-onnx-w8a8.zip"
19
  }
20
  }
21
  },
@@ -24,22 +24,22 @@
24
  "tflite": {
25
  "tool_versions": {
26
  "qairt": "2.45.0.260326154327",
27
- "litert": "1.4.2"
28
  },
29
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.52.0/easyocr-tflite-float.zip"
30
  },
31
  "qnn_dlc": {
32
  "tool_versions": {
33
  "qairt": "2.45.0.260326154327"
34
  },
35
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.52.0/easyocr-qnn_dlc-float.zip"
36
  },
37
  "onnx": {
38
  "tool_versions": {
39
  "qairt": "2.42.0.251225135753_193295",
40
  "onnx_runtime": "1.24.3"
41
  },
42
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.52.0/easyocr-onnx-float.zip"
43
  }
44
  }
45
  }
 
1
  {
2
+ "version": "0.53.0",
3
  "precisions": {
4
  "w8a8": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
+ "litert": "1.4.3"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.53.0/easyocr-tflite-w8a8.zip"
12
  },
13
  "onnx": {
14
  "tool_versions": {
15
  "qairt": "2.42.0.251225135753_193295",
16
  "onnx_runtime": "1.24.3"
17
  },
18
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.53.0/easyocr-onnx-w8a8.zip"
19
  }
20
  }
21
  },
 
24
  "tflite": {
25
  "tool_versions": {
26
  "qairt": "2.45.0.260326154327",
27
+ "litert": "1.4.3"
28
  },
29
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.53.0/easyocr-tflite-float.zip"
30
  },
31
  "qnn_dlc": {
32
  "tool_versions": {
33
  "qairt": "2.45.0.260326154327"
34
  },
35
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.53.0/easyocr-qnn_dlc-float.zip"
36
  },
37
  "onnx": {
38
  "tool_versions": {
39
  "qairt": "2.42.0.251225135753_193295",
40
  "onnx_runtime": "1.24.3"
41
  },
42
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/easyocr/releases/v0.53.0/easyocr-onnx-float.zip"
43
  }
44
  }
45
  }