Hugging Face's logo

qualcomm
/
EasyOCR

Image-to-Text
PyTorch
LiteRT
android
Model card Files
xet
Community
3
qaihm-bot commited on
Commit
d85df4d
·
verified ·
1 Parent(s): 5ced5a5

v0.31.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.31.0 for changelog.

Files changed (4) hide show
  1. .gitattributes +2 -0
  2. EasyOCR_EasyOCRDetector.dlc +3 -0
  3. EasyOCR_EasyOCRRecognizer.dlc +3 -0
  4. README.md +53 -61
.gitattributes CHANGED
@@ -35,3 +35,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
  EasyOCRDetector.so filter=lfs diff=lfs merge=lfs -text
37
  EasyOCRRecognizer.so filter=lfs diff=lfs merge=lfs -text
 
 
 
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
  EasyOCRDetector.so filter=lfs diff=lfs merge=lfs -text
37
  EasyOCRRecognizer.so filter=lfs diff=lfs merge=lfs -text
38
+ EasyOCR_EasyOCRDetector.dlc filter=lfs diff=lfs merge=lfs -text
39
+ EasyOCR_EasyOCRRecognizer.dlc filter=lfs diff=lfs merge=lfs -text
EasyOCR_EasyOCRDetector.dlc ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:551c743f721f3a04b19bafe25af15cbf51d92202b5adad19d58fe055a6d849f2
3
+ size 83119137
EasyOCR_EasyOCRRecognizer.dlc ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bd2b55d166de153388008899a2706286f67e9c76e8f30eeafad14dc5e8680552
3
+ size 22715925
README.md CHANGED
@@ -36,64 +36,56 @@ More details on model performance across various devices, can be found
36
 
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
- | EasyOCRDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 275.458 ms | 16 - 48 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
40
- | EasyOCRDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 270.789 ms | 1 - 10 MB | NPU | Use Export Script |
41
- | EasyOCRDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 70.736 ms | 16 - 80 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
42
- | EasyOCRDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 76.73 ms | 5 - 48 MB | NPU | Use Export Script |
43
- | EasyOCRDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 40.689 ms | 11 - 179 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
44
- | EasyOCRDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 39.365 ms | 6 - 8 MB | NPU | Use Export Script |
45
- | EasyOCRDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 71.795 ms | 16 - 48 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
46
- | EasyOCRDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 69.237 ms | 1 - 11 MB | NPU | Use Export Script |
47
- | EasyOCRDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 275.458 ms | 16 - 48 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
48
- | EasyOCRDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 270.789 ms | 1 - 10 MB | NPU | Use Export Script |
49
- | EasyOCRDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 41.443 ms | 10 - 177 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
50
- | EasyOCRDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 39.315 ms | 6 - 9 MB | NPU | Use Export Script |
51
- | EasyOCRDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 78.414 ms | 16 - 50 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
52
- | EasyOCRDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 75.233 ms | 1 - 18 MB | NPU | Use Export Script |
53
- | EasyOCRDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 40.471 ms | 10 - 177 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
54
- | EasyOCRDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 39.08 ms | 6 - 9 MB | NPU | Use Export Script |
55
- | EasyOCRDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 71.795 ms | 16 - 48 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
56
- | EasyOCRDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 69.237 ms | 1 - 11 MB | NPU | Use Export Script |
57
- | EasyOCRDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 42.007 ms | 10 - 175 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
58
- | EasyOCRDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 39.622 ms | 8 - 25 MB | NPU | Use Export Script |
59
- | EasyOCRDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 39.96 ms | 33 - 122 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
60
- | EasyOCRDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 29.987 ms | 15 - 71 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
61
- | EasyOCRDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 28.481 ms | 6 - 41 MB | NPU | Use Export Script |
62
- | EasyOCRDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 29.133 ms | 0 - 35 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
63
- | EasyOCRDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 29.206 ms | 15 - 50 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
64
- | EasyOCRDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 23.04 ms | 6 - 43 MB | NPU | Use Export Script |
65
- | EasyOCRDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 23.198 ms | 43 - 81 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
66
- | EasyOCRDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 38.883 ms | 6 - 6 MB | NPU | Use Export Script |
67
- | EasyOCRDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 40.509 ms | 72 - 72 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
68
- | EasyOCRRecognizer | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 589.726 ms | 8 - 18 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
69
- | EasyOCRRecognizer | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 283.697 ms | 0 - 9 MB | NPU | Use Export Script |
70
- | EasyOCRRecognizer | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 139.797 ms | 7 - 26 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
71
- | EasyOCRRecognizer | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 38.642 ms | 0 - 196 MB | NPU | Use Export Script |
72
- | EasyOCRRecognizer | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 120.493 ms | 6 - 9 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
73
- | EasyOCRRecognizer | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 24.48 ms | 0 - 8 MB | NPU | Use Export Script |
74
- | EasyOCRRecognizer | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 358.115 ms | 8 - 21 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
75
- | EasyOCRRecognizer | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 28.746 ms | 0 - 10 MB | NPU | Use Export Script |
76
- | EasyOCRRecognizer | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 589.726 ms | 8 - 18 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
77
- | EasyOCRRecognizer | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 283.697 ms | 0 - 9 MB | NPU | Use Export Script |
78
- | EasyOCRRecognizer | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 115.044 ms | 7 - 11 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
79
- | EasyOCRRecognizer | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 24.387 ms | 0 - 2 MB | NPU | Use Export Script |
80
- | EasyOCRRecognizer | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 224.477 ms | 9 - 28 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
81
- | EasyOCRRecognizer | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 40.571 ms | 0 - 17 MB | NPU | Use Export Script |
82
- | EasyOCRRecognizer | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 103.174 ms | 8 - 11 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
83
- | EasyOCRRecognizer | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 24.388 ms | 0 - 3 MB | NPU | Use Export Script |
84
- | EasyOCRRecognizer | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 358.115 ms | 8 - 21 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
85
- | EasyOCRRecognizer | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 28.746 ms | 0 - 10 MB | NPU | Use Export Script |
86
- | EasyOCRRecognizer | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 120.023 ms | 7 - 9 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 | 25.243 ms | 0 - 102 MB | NPU | Use Export Script |
88
- | EasyOCRRecognizer | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 23.373 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 | 101.055 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 | 18.61 ms | 0 - 496 MB | NPU | Use Export Script |
91
- | EasyOCRRecognizer | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 16.01 ms | 0 - 25 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 | 106.429 ms | 14 - 29 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 | 16.009 ms | 0 - 500 MB | NPU | Use Export Script |
94
- | EasyOCRRecognizer | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 17.335 ms | 0 - 17 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
95
- | EasyOCRRecognizer | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 25.522 ms | 0 - 0 MB | NPU | Use Export Script |
96
- | EasyOCRRecognizer | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 18.95 ms | 0 - 0 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
97
 
98
 
99
 
@@ -157,7 +149,7 @@ Profiling Results
157
  EasyOCRDetector
158
  Device : cs_8275 (ANDROID 14)
159
  Runtime : TFLITE
160
- Estimated inference time (ms) : 275.5
161
  Estimated peak memory usage (MB): [16, 48]
162
  Total # Ops : 42
163
  Compute Unit(s) : npu (42 ops) gpu (0 ops) cpu (0 ops)
@@ -166,8 +158,8 @@ Compute Unit(s) : npu (42 ops) gpu (0 ops) cpu (0 ops)
166
  EasyOCRRecognizer
167
  Device : cs_8275 (ANDROID 14)
168
  Runtime : TFLITE
169
- Estimated inference time (ms) : 589.7
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
  ```
 
36
 
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | EasyOCRDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 275.395 ms | 16 - 48 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
40
+ | EasyOCRDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 70.032 ms | 16 - 80 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
41
+ | EasyOCRDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 76.036 ms | 6 - 47 MB | NPU | [EasyOCR.dlc](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.dlc) |
42
+ | EasyOCRDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 41.349 ms | 10 - 174 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
43
+ | EasyOCRDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 38.601 ms | 6 - 19 MB | NPU | [EasyOCR.dlc](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.dlc) |
44
+ | EasyOCRDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 71.811 ms | 16 - 47 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
45
+ | EasyOCRDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 275.395 ms | 16 - 48 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
46
+ | EasyOCRDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 41.538 ms | 9 - 176 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
47
+ | EasyOCRDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 38.72 ms | 6 - 18 MB | NPU | [EasyOCR.dlc](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.dlc) |
48
+ | EasyOCRDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 78.5 ms | 16 - 52 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
49
+ | EasyOCRDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 75.179 ms | 5 - 44 MB | NPU | [EasyOCR.dlc](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.dlc) |
50
+ | EasyOCRDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 42.108 ms | 10 - 235 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
51
+ | EasyOCRDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 38.576 ms | 6 - 22 MB | NPU | [EasyOCR.dlc](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.dlc) |
52
+ | EasyOCRDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 71.811 ms | 16 - 47 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
53
+ | EasyOCRDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 40.7 ms | 10 - 169 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
54
+ | EasyOCRDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 38.092 ms | 6 - 21 MB | NPU | [EasyOCR.dlc](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.dlc) |
55
+ | EasyOCRDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 42.652 ms | 33 - 123 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
56
+ | EasyOCRDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 29.897 ms | 15 - 73 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
57
+ | EasyOCRDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 28.588 ms | 6 - 44 MB | NPU | [EasyOCR.dlc](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.dlc) |
58
+ | EasyOCRDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 28.841 ms | 4 - 41 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
59
+ | EasyOCRDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 28.571 ms | 15 - 52 MB | NPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
60
+ | EasyOCRDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 27.412 ms | 6 - 43 MB | NPU | [EasyOCR.dlc](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.dlc) |
61
+ | EasyOCRDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 28.466 ms | 40 - 78 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
62
+ | EasyOCRDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 40.233 ms | 26 - 26 MB | NPU | [EasyOCR.dlc](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.dlc) |
63
+ | EasyOCRDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 40.444 ms | 72 - 72 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
64
+ | EasyOCRRecognizer | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 477.336 ms | 11 - 21 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
65
+ | EasyOCRRecognizer | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 139.821 ms | 6 - 28 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
66
+ | EasyOCRRecognizer | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 38.007 ms | 0 - 196 MB | NPU | [EasyOCR.dlc](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.dlc) |
67
+ | EasyOCRRecognizer | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 112.227 ms | 7 - 10 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
68
+ | EasyOCRRecognizer | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 25.052 ms | 0 - 103 MB | NPU | [EasyOCR.dlc](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.dlc) |
69
+ | EasyOCRRecognizer | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 361.231 ms | 8 - 20 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
70
+ | EasyOCRRecognizer | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 477.336 ms | 11 - 21 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
71
+ | EasyOCRRecognizer | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 114.78 ms | 1 - 4 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
72
+ | EasyOCRRecognizer | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 25.215 ms | 0 - 103 MB | NPU | [EasyOCR.dlc](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.dlc) |
73
+ | EasyOCRRecognizer | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 221.694 ms | 10 - 28 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
74
+ | EasyOCRRecognizer | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 40.53 ms | 0 - 198 MB | NPU | [EasyOCR.dlc](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.dlc) |
75
+ | EasyOCRRecognizer | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 113.754 ms | 0 - 2 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
76
+ | EasyOCRRecognizer | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 25.219 ms | 0 - 103 MB | NPU | [EasyOCR.dlc](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.dlc) |
77
+ | EasyOCRRecognizer | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 361.231 ms | 8 - 20 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
78
+ | EasyOCRRecognizer | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 112.467 ms | 5 - 8 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
79
+ | EasyOCRRecognizer | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 25.16 ms | 0 - 102 MB | NPU | [EasyOCR.dlc](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.dlc) |
80
+ | EasyOCRRecognizer | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 21.379 ms | 0 - 25 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
81
+ | EasyOCRRecognizer | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 105.48 ms | 9 - 30 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
82
+ | EasyOCRRecognizer | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 18.285 ms | 119 - 616 MB | NPU | [EasyOCR.dlc](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.dlc) |
83
+ | EasyOCRRecognizer | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 16.065 ms | 0 - 22 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
84
+ | EasyOCRRecognizer | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 107.36 ms | 20 - 35 MB | CPU | [EasyOCR.tflite](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.tflite) |
85
+ | EasyOCRRecognizer | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 15.791 ms | 0 - 504 MB | NPU | [EasyOCR.dlc](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.dlc) |
86
+ | EasyOCRRecognizer | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 17.115 ms | 0 - 16 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
87
+ | EasyOCRRecognizer | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 25.156 ms | 99 - 99 MB | NPU | [EasyOCR.dlc](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.dlc) |
88
+ | EasyOCRRecognizer | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 19.448 ms | 1 - 1 MB | NPU | [EasyOCR.onnx](https://huggingface.co/qualcomm/EasyOCR/blob/main/EasyOCR.onnx) |
 
 
 
 
 
 
 
 
89
 
90
 
91
 
 
149
  EasyOCRDetector
150
  Device : cs_8275 (ANDROID 14)
151
  Runtime : TFLITE
152
+ Estimated inference time (ms) : 275.4
153
  Estimated peak memory usage (MB): [16, 48]
154
  Total # Ops : 42
155
  Compute Unit(s) : npu (42 ops) gpu (0 ops) cpu (0 ops)
 
158
  EasyOCRRecognizer
159
  Device : cs_8275 (ANDROID 14)
160
  Runtime : TFLITE
161
+ Estimated inference time (ms) : 477.3
162
+ Estimated peak memory usage (MB): [11, 21]
163
  Total # Ops : 136
164
  Compute Unit(s) : npu (0 ops) gpu (0 ops) cpu (136 ops)
165
  ```