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YOLOv10-Detection

Object Detection
PyTorch
real_time
android
Model card Files
xet
 Community
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v0.54.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.54.0 for changelog.

Files changed (1) hide show
  1. README.md +39 -42
README.md CHANGED
@@ -51,8 +51,8 @@ See our repository for [YOLOv10-Detection on GitHub](https://github.com/qualcomm
51
  | YOLOv10-Detection | ONNX | float | Snapdragon® X Elite | 6.854 ms | 5 - 5 MB | NPU
52
  | YOLOv10-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.937 ms | 1 - 242 MB | NPU
53
  | YOLOv10-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.311 ms | 5 - 10 MB | NPU
54
- | YOLOv10-Detection | ONNX | float | Qualcomm® QCS9075 | 7.055 ms | 5 - 7 MB | NPU
55
  | YOLOv10-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.392 ms | 0 - 203 MB | NPU
 
56
  | YOLOv10-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.271 ms | 0 - 79 MB | NPU
57
  | YOLOv10-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 2.526 ms | 1 - 79 MB | NPU
58
  | YOLOv10-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 2.435 ms | 0 - 0 MB | NPU
@@ -61,10 +61,10 @@ See our repository for [YOLOv10-Detection on GitHub](https://github.com/qualcomm
61
  | YOLOv10-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.343 ms | 3 - 106 MB | NPU
62
  | YOLOv10-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 326.781 ms | 70 - 75 MB | CPU
63
  | YOLOv10-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 5.376 ms | 2 - 7 MB | NPU
64
- | YOLOv10-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 6.656 ms | 2 - 5 MB | NPU
65
  | YOLOv10-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 168.686 ms | 58 - 67 MB | CPU
66
- | YOLOv10-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.526 ms | 1 - 79 MB | NPU
67
  | YOLOv10-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 149.786 ms | 73 - 83 MB | CPU
 
 
68
  | YOLOv10-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 149.786 ms | 73 - 83 MB | CPU
69
  | YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 5.943 ms | 8 - 225 MB | NPU
70
  | YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite Mobile | 6.295 ms | 6 - 217 MB | NPU
@@ -74,57 +74,54 @@ See our repository for [YOLOv10-Detection on GitHub](https://github.com/qualcomm
74
  | YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 8.341 ms | 8 - 338 MB | NPU
75
  | YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS6490 | 137.225 ms | 58 - 69 MB | CPU
76
  | YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 11.799 ms | 7 - 13 MB | NPU
77
- | YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS9075 | 15.521 ms | 7 - 10 MB | NPU
78
- | YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCM6690 | 79.439 ms | 51 - 63 MB | CPU
79
- | YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 6.295 ms | 6 - 217 MB | NPU
80
  | YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 70.776 ms | 65 - 77 MB | CPU
 
 
 
81
  | YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 70.776 ms | 65 - 77 MB | CPU
82
- | YOLOv10-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.939 ms | 5 - 198 MB | NPU
83
- | YOLOv10-Detection | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 2.279 ms | 0 - 181 MB | NPU
84
- | YOLOv10-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 2.691 ms | 5 - 5 MB | NPU
85
- | YOLOv10-Detection | QNN_DLC | float | Snapdragon® X Elite | 4.546 ms | 5 - 5 MB | NPU
86
- | YOLOv10-Detection | QNN_DLC | float | Snapdragon® X Elite | 4.546 ms | 5 - 5 MB | NPU
87
- | YOLOv10-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.038 ms | 5 - 215 MB | NPU
88
- | YOLOv10-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 13.343 ms | 1 - 182 MB | NPU
89
- | YOLOv10-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.167 ms | 5 - 10 MB | NPU
90
- | YOLOv10-Detection | QNN_DLC | float | Qualcomm® SA8775P | 5.582 ms | 1 - 188 MB | NPU
91
- | YOLOv10-Detection | QNN_DLC | float | Qualcomm® SA8775P | 5.582 ms | 1 - 188 MB | NPU
92
- | YOLOv10-Detection | QNN_DLC | float | Qualcomm® SA8775P | 5.582 ms | 1 - 188 MB | NPU
93
- | YOLOv10-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 5.194 ms | 5 - 11 MB | NPU
94
- | YOLOv10-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 8.516 ms | 4 - 201 MB | NPU
95
- | YOLOv10-Detection | QNN_DLC | float | Qualcomm® SA7255P | 13.343 ms | 1 - 182 MB | NPU
96
- | YOLOv10-Detection | QNN_DLC | float | Qualcomm® SA8295P | 8.903 ms | 0 - 170 MB | NPU
97
- | YOLOv10-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.279 ms | 0 - 181 MB | NPU
98
- | YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.733 ms | 1 - 183 MB | NPU
99
- | YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 2.021 ms | 2 - 178 MB | NPU
100
- | YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.302 ms | 2 - 2 MB | NPU
101
- | YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 4.624 ms | 2 - 2 MB | NPU
102
- | YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 4.624 ms | 2 - 2 MB | NPU
103
- | YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.899 ms | 2 - 198 MB | NPU
104
- | YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 7.937 ms | 1 - 174 MB | NPU
105
- | YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 4.263 ms | 0 - 5 MB | NPU
106
- | YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 4.821 ms | 1 - 178 MB | NPU
107
- | YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 4.821 ms | 1 - 178 MB | NPU
108
- | YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 4.821 ms | 1 - 178 MB | NPU
109
- | YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 4.766 ms | 0 - 4 MB | NPU
110
- | YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 19.932 ms | 2 - 180 MB | NPU
111
- | YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 7.937 ms | 1 - 174 MB | NPU
112
- | YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.021 ms | 2 - 178 MB | NPU
113
- | YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4.489 ms | 2 - 180 MB | NPU
114
- | YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4.489 ms | 2 - 180 MB | NPU
115
  | YOLOv10-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.641 ms | 0 - 89 MB | NPU
116
  | YOLOv10-Detection | TFLITE | float | Snapdragon® 8 Elite Mobile | 2.043 ms | 0 - 78 MB | NPU
117
  | YOLOv10-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.685 ms | 0 - 109 MB | NPU
118
- | YOLOv10-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 12.777 ms | 0 - 79 MB | NPU
119
  | YOLOv10-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 3.776 ms | 0 - 5 MB | NPU
120
  | YOLOv10-Detection | TFLITE | float | Qualcomm® SA8775P | 5.221 ms | 0 - 83 MB | NPU
121
  | YOLOv10-Detection | TFLITE | float | Qualcomm® SA8775P | 5.221 ms | 0 - 83 MB | NPU
122
  | YOLOv10-Detection | TFLITE | float | Qualcomm® SA8775P | 5.221 ms | 0 - 83 MB | NPU
123
- | YOLOv10-Detection | TFLITE | float | Qualcomm® QCS9075 | 4.927 ms | 0 - 13 MB | NPU
124
  | YOLOv10-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 7.401 ms | 0 - 80 MB | NPU
125
  | YOLOv10-Detection | TFLITE | float | Qualcomm® SA7255P | 12.777 ms | 0 - 79 MB | NPU
126
- | YOLOv10-Detection | TFLITE | float | Qualcomm® SA8295P | 8.246 ms | 0 - 56 MB | NPU
127
  | YOLOv10-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.043 ms | 0 - 78 MB | NPU
 
 
128
 
129
  ## License
130
  * The license for the original implementation of YOLOv10-Detection can be found
 
51
  | YOLOv10-Detection | ONNX | float | Snapdragon® X Elite | 6.854 ms | 5 - 5 MB | NPU
52
  | YOLOv10-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.937 ms | 1 - 242 MB | NPU
53
  | YOLOv10-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.311 ms | 5 - 10 MB | NPU
 
54
  | YOLOv10-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.392 ms | 0 - 203 MB | NPU
55
+ | YOLOv10-Detection | ONNX | float | Qualcomm® QCS9075 | 7.055 ms | 5 - 7 MB | NPU
56
  | YOLOv10-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.271 ms | 0 - 79 MB | NPU
57
  | YOLOv10-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 2.526 ms | 1 - 79 MB | NPU
58
  | YOLOv10-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 2.435 ms | 0 - 0 MB | NPU
 
61
  | YOLOv10-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.343 ms | 3 - 106 MB | NPU
62
  | YOLOv10-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 326.781 ms | 70 - 75 MB | CPU
63
  | YOLOv10-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 5.376 ms | 2 - 7 MB | NPU
 
64
  | YOLOv10-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 168.686 ms | 58 - 67 MB | CPU
 
65
  | YOLOv10-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 149.786 ms | 73 - 83 MB | CPU
66
+ | YOLOv10-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 6.656 ms | 2 - 5 MB | NPU
67
+ | YOLOv10-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.526 ms | 1 - 79 MB | NPU
68
  | YOLOv10-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 149.786 ms | 73 - 83 MB | CPU
69
  | YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 5.943 ms | 8 - 225 MB | NPU
70
  | YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite Mobile | 6.295 ms | 6 - 217 MB | NPU
 
74
  | YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 8.341 ms | 8 - 338 MB | NPU
75
  | YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS6490 | 137.225 ms | 58 - 69 MB | CPU
76
  | YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 11.799 ms | 7 - 13 MB | NPU
 
 
 
77
  | YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 70.776 ms | 65 - 77 MB | CPU
78
+ | YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 6.295 ms | 6 - 217 MB | NPU
79
+ | YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCM6690 | 79.439 ms | 51 - 63 MB | CPU
80
+ | YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS9075 | 15.521 ms | 7 - 10 MB | NPU
81
  | YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 70.776 ms | 65 - 77 MB | CPU
82
+ | YOLOv10-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.93 ms | 4 - 197 MB | NPU
83
+ | YOLOv10-Detection | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 2.271 ms | 0 - 185 MB | NPU
84
+ | YOLOv10-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 2.6 ms | 5 - 5 MB | NPU
85
+ | YOLOv10-Detection | QNN_DLC | float | Snapdragon® X Elite | 4.536 ms | 5 - 5 MB | NPU
86
+ | YOLOv10-Detection | QNN_DLC | float | Snapdragon® X Elite | 4.536 ms | 5 - 5 MB | NPU
87
+ | YOLOv10-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.028 ms | 0 - 211 MB | NPU
88
+ | YOLOv10-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.17 ms | 5 - 13 MB | NPU
89
+ | YOLOv10-Detection | QNN_DLC | float | Qualcomm® SA8775P | 5.607 ms | 0 - 187 MB | NPU
90
+ | YOLOv10-Detection | QNN_DLC | float | Qualcomm® SA8775P | 5.607 ms | 0 - 187 MB | NPU
91
+ | YOLOv10-Detection | QNN_DLC | float | Qualcomm® SA8775P | 5.607 ms | 0 - 187 MB | NPU
92
+ | YOLOv10-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 8.511 ms | 4 - 203 MB | NPU
93
+ | YOLOv10-Detection | QNN_DLC | float | Qualcomm® SA7255P | 13.306 ms | 0 - 181 MB | NPU
94
+ | YOLOv10-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.271 ms | 0 - 185 MB | NPU
95
+ | YOLOv10-Detection | QNN_DLC | float | Qualcomm® SA8295P | 8.926 ms | 0 - 170 MB | NPU
96
+ | YOLOv10-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 5.199 ms | 5 - 11 MB | NPU
97
+ | YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.735 ms | 2 - 184 MB | NPU
98
+ | YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 2.019 ms | 2 - 182 MB | NPU
99
+ | YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.173 ms | 2 - 2 MB | NPU
100
+ | YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 4.595 ms | 2 - 2 MB | NPU
101
+ | YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 4.595 ms | 2 - 2 MB | NPU
102
+ | YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.933 ms | 0 - 191 MB | NPU
103
+ | YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 4.264 ms | 2 - 5 MB | NPU
104
+ | YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 4.819 ms | 0 - 175 MB | NPU
105
+ | YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 4.819 ms | 0 - 175 MB | NPU
106
+ | YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 4.819 ms | 0 - 175 MB | NPU
107
+ | YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 20.491 ms | 2 - 180 MB | NPU
108
+ | YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4.457 ms | 2 - 180 MB | NPU
109
+ | YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 4.77 ms | 2 - 6 MB | NPU
110
+ | YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 7.959 ms | 1 - 175 MB | NPU
111
+ | YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.019 ms | 2 - 182 MB | NPU
112
+ | YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4.457 ms | 2 - 180 MB | NPU
 
 
113
  | YOLOv10-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.641 ms | 0 - 89 MB | NPU
114
  | YOLOv10-Detection | TFLITE | float | Snapdragon® 8 Elite Mobile | 2.043 ms | 0 - 78 MB | NPU
115
  | YOLOv10-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.685 ms | 0 - 109 MB | NPU
 
116
  | YOLOv10-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 3.776 ms | 0 - 5 MB | NPU
117
  | YOLOv10-Detection | TFLITE | float | Qualcomm® SA8775P | 5.221 ms | 0 - 83 MB | NPU
118
  | YOLOv10-Detection | TFLITE | float | Qualcomm® SA8775P | 5.221 ms | 0 - 83 MB | NPU
119
  | YOLOv10-Detection | TFLITE | float | Qualcomm® SA8775P | 5.221 ms | 0 - 83 MB | NPU
 
120
  | YOLOv10-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 7.401 ms | 0 - 80 MB | NPU
121
  | YOLOv10-Detection | TFLITE | float | Qualcomm® SA7255P | 12.777 ms | 0 - 79 MB | NPU
 
122
  | YOLOv10-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.043 ms | 0 - 78 MB | NPU
123
+ | YOLOv10-Detection | TFLITE | float | Qualcomm® SA8295P | 8.246 ms | 0 - 56 MB | NPU
124
+ | YOLOv10-Detection | TFLITE | float | Qualcomm® QCS9075 | 4.927 ms | 0 - 13 MB | NPU
125
 
126
  ## License
127
  * The license for the original implementation of YOLOv10-Detection can be found