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Track-Anything

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android
video-object-tracking
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v0.56.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.

Files changed (2) hide show
  1. README.md +102 -90
  2. release_assets.json +5 -5
README.md CHANGED
@@ -27,8 +27,8 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/track_anything/releases/v0.55.0/track_anything-onnx-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/track_anything/releases/v0.55.0/track_anything-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[Track-Anything on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/track_anything)**.
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@@ -63,94 +63,106 @@ See our repository for [Track-Anything on GitHub](https://github.com/qualcomm/ai
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  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
- | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.382 ms | 0 - 175 MB | NPU
67
- | encode_key_with_shrinkage | ONNX | float | Snapdragon® X2 Elite | 2.773 ms | 184 - 184 MB | NPU
68
- | encode_key_with_shrinkage | ONNX | float | Snapdragon® X Elite | 5.314 ms | 158 - 158 MB | NPU
69
- | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.692 ms | 0 - 203 MB | NPU
70
- | encode_key_with_shrinkage | ONNX | float | Qualcomm® QCS8550 (Proxy) | 5.16 ms | 0 - 105 MB | NPU
71
- | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.943 ms | 1 - 169 MB | NPU
72
- | encode_key_with_shrinkage | ONNX | float | Qualcomm® QCS9075 | 9.61 ms | 8 - 53 MB | NPU
73
- | encode_key_with_shrinkage | ONNX | float | Qualcomm® QCS8750 | 2.943 ms | 1 - 169 MB | NPU
74
- | encode_key_with_shrinkage | ONNX | float | Qualcomm® QCS7181 | 5.314 ms | 158 - 158 MB | NPU
75
- | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.425 ms | 0 - 188 MB | NPU
76
- | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4.064 ms | 2 - 212 MB | NPU
77
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® QCS8275 | 31.273 ms | 3 - 179 MB | NPU
78
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.981 ms | 3 - 6 MB | NPU
79
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8775P | 9.448 ms | 3 - 181 MB | NPU
80
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8650P | 9.448 ms | 3 - 181 MB | NPU
81
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8255P | 9.448 ms | 3 - 181 MB | NPU
82
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 11.788 ms | 0 - 194 MB | NPU
83
- | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.279 ms | 0 - 180 MB | NPU
84
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® QCS9075 | 10.691 ms | 2 - 29 MB | NPU
85
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA7255P | 31.273 ms | 3 - 179 MB | NPU
86
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8295P | 10.304 ms | 3 - 163 MB | NPU
87
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® QCS8750 | 3.279 ms | 0 - 180 MB | NPU
88
- | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.501 ms | 1 - 216 MB | NPU
89
- | encode_key_without_shrinkage | ONNX | float | Snapdragon® X2 Elite | 3.931 ms | 210 - 210 MB | NPU
90
- | encode_key_without_shrinkage | ONNX | float | Snapdragon® X Elite | 6.707 ms | 175 - 175 MB | NPU
91
- | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.018 ms | 55 - 266 MB | NPU
92
- | encode_key_without_shrinkage | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.844 ms | 47 - 64 MB | NPU
93
- | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.375 ms | 52 - 248 MB | NPU
94
- | encode_key_without_shrinkage | ONNX | float | Qualcomm® QCS9075 | 11.521 ms | 54 - 99 MB | NPU
95
- | encode_key_without_shrinkage | ONNX | float | Qualcomm® QCS8750 | 4.375 ms | 52 - 248 MB | NPU
96
- | encode_key_without_shrinkage | ONNX | float | Qualcomm® QCS7181 | 6.707 ms | 175 - 175 MB | NPU
97
- | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.545 ms | 0 - 224 MB | NPU
98
- | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.607 ms | 20 - 234 MB | NPU
99
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® QCS8275 | 33.592 ms | 20 - 203 MB | NPU
100
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 7.842 ms | 20 - 23 MB | NPU
101
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8775P | 11.643 ms | 20 - 207 MB | NPU
102
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8650P | 11.643 ms | 20 - 207 MB | NPU
103
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8255P | 11.643 ms | 20 - 207 MB | NPU
104
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 14.212 ms | 0 - 202 MB | NPU
105
- | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.39 ms | 20 - 205 MB | NPU
106
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® QCS9075 | 13.042 ms | 20 - 63 MB | NPU
107
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA7255P | 33.592 ms | 20 - 203 MB | NPU
108
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8295P | 12.578 ms | 20 - 184 MB | NPU
109
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® QCS8750 | 4.39 ms | 20 - 205 MB | NPU
110
- | encode_value | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.653 ms | 13 - 182 MB | NPU
111
- | encode_value | ONNX | float | Snapdragon® X2 Elite | 6.338 ms | 206 - 206 MB | NPU
112
- | encode_value | ONNX | float | Snapdragon® X Elite | 12.365 ms | 175 - 175 MB | NPU
113
- | encode_value | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.866 ms | 13 - 222 MB | NPU
114
- | encode_value | ONNX | float | Qualcomm® QCS8550 (Proxy) | 15.635 ms | 0 - 59 MB | NPU
115
- | encode_value | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 8.274 ms | 0 - 170 MB | NPU
116
- | encode_value | ONNX | float | Qualcomm® QCS9075 | 18.195 ms | 6 - 51 MB | NPU
117
- | encode_value | ONNX | float | Qualcomm® QCS8750 | 8.274 ms | 0 - 170 MB | NPU
118
- | encode_value | ONNX | float | Qualcomm® QCS7181 | 12.365 ms | 175 - 175 MB | NPU
119
- | encode_value | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.312 ms | 2 - 203 MB | NPU
120
- | encode_value | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 8.23 ms | 0 - 285 MB | NPU
121
- | encode_value | TFLITE | float | Qualcomm® QCS8275 | 51.367 ms | 3 - 218 MB | NPU
122
- | encode_value | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 11.906 ms | 3 - 5 MB | NPU
123
- | encode_value | TFLITE | float | Qualcomm® SA8775P | 17.036 ms | 3 - 214 MB | NPU
124
- | encode_value | TFLITE | float | Qualcomm® SA8650P | 17.036 ms | 3 - 214 MB | NPU
125
- | encode_value | TFLITE | float | Qualcomm® SA8255P | 17.036 ms | 3 - 214 MB | NPU
126
- | encode_value | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 21.18 ms | 3 - 291 MB | NPU
127
- | encode_value | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.848 ms | 1 - 211 MB | NPU
128
- | encode_value | TFLITE | float | Qualcomm® QCS9075 | 19.032 ms | 0 - 55 MB | NPU
129
- | encode_value | TFLITE | float | Qualcomm® SA7255P | 51.367 ms | 3 - 218 MB | NPU
130
- | encode_value | TFLITE | float | Qualcomm® SA8295P | 18.802 ms | 3 - 221 MB | NPU
131
- | encode_value | TFLITE | float | Qualcomm® QCS8750 | 6.848 ms | 1 - 211 MB | NPU
132
- | segment | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.473 ms | 25 - 241 MB | NPU
133
- | segment | ONNX | float | Snapdragon® X2 Elite | 11.707 ms | 191 - 191 MB | NPU
134
- | segment | ONNX | float | Snapdragon® X Elite | 23.418 ms | 155 - 155 MB | NPU
135
- | segment | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 17.435 ms | 25 - 269 MB | NPU
136
- | segment | ONNX | float | Qualcomm® QCS8550 (Proxy) | 23.259 ms | 1 - 71 MB | NPU
137
- | segment | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 13.603 ms | 4 - 218 MB | NPU
138
- | segment | ONNX | float | Qualcomm® QCS9075 | 39.33 ms | 21 - 77 MB | NPU
139
- | segment | ONNX | float | Qualcomm® QCS8750 | 13.603 ms | 4 - 218 MB | NPU
140
- | segment | ONNX | float | Qualcomm® QCS7181 | 23.418 ms | 155 - 155 MB | NPU
141
- | segment | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.441 ms | 1 - 195 MB | NPU
142
- | segment | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 17.413 ms | 0 - 289 MB | NPU
143
- | segment | TFLITE | float | Qualcomm® QCS8275 | 103.392 ms | 2 - 195 MB | NPU
144
- | segment | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 23.393 ms | 2 - 5 MB | NPU
145
- | segment | TFLITE | float | Qualcomm® SA8775P | 33.283 ms | 2 - 193 MB | NPU
146
- | segment | TFLITE | float | Qualcomm® SA8650P | 33.283 ms | 2 - 193 MB | NPU
147
- | segment | TFLITE | float | Qualcomm® SA8255P | 33.283 ms | 2 - 193 MB | NPU
148
- | segment | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 42.312 ms | 2 - 294 MB | NPU
149
- | segment | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 13.181 ms | 1 - 196 MB | NPU
150
- | segment | TFLITE | float | Qualcomm® QCS9075 | 38.528 ms | 0 - 83 MB | NPU
151
- | segment | TFLITE | float | Qualcomm® SA7255P | 103.392 ms | 2 - 195 MB | NPU
152
- | segment | TFLITE | float | Qualcomm® SA8295P | 37.513 ms | 2 - 201 MB | NPU
153
- | segment | TFLITE | float | Qualcomm® QCS8750 | 13.181 ms | 1 - 196 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
154
 
155
  ## License
156
  * The license for the original implementation of Track-Anything can be found
 
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28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/track_anything/releases/v0.56.0/track_anything-onnx-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/track_anything/releases/v0.56.0/track_anything-tflite-float.zip)
32
 
33
  For more device-specific assets and performance metrics, visit **[Track-Anything on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/track_anything)**.
34
 
 
63
  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
+ | encode_key_with_shrinkage | ONNX | float | Snapdragon® X2 Elite | 2.772 ms | 211 - 211 MB | NPU
67
+ | encode_key_with_shrinkage | ONNX | float | Snapdragon® X Elite | 5.418 ms | 179 - 179 MB | NPU
68
+ | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.714 ms | 1 - 190 MB | NPU
69
+ | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 10.662 ms | 9 - 182 MB | NPU
70
+ | encode_key_with_shrinkage | ONNX | float | Qualcomm® QCS8550 (Proxy) | 5.198 ms | 6 - 40 MB | NPU
71
+ | encode_key_with_shrinkage | ONNX | float | Qualcomm® QCS8450 | 10.662 ms | 9 - 182 MB | NPU
72
+ | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.368 ms | 0 - 167 MB | NPU
73
+ | encode_key_with_shrinkage | ONNX | float | Qualcomm® QCS9075 | 9.65 ms | 10 - 55 MB | NPU
74
+ | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Elite Mobile | 3.002 ms | 0 - 169 MB | NPU
75
+ | encode_key_with_shrinkage | ONNX | float | Qualcomm® QCS8750 | 3.002 ms | 0 - 169 MB | NPU
76
+ | encode_key_with_shrinkage | ONNX | float | Qualcomm® QCS7181 | 5.418 ms | 179 - 179 MB | NPU
77
+ | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4.063 ms | 0 - 214 MB | NPU
78
+ | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 11.757 ms | 3 - 200 MB | NPU
79
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® QCS8275 | 31.243 ms | 3 - 180 MB | NPU
80
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.953 ms | 3 - 6 MB | NPU
81
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8775P | 49.415 ms | 3 - 25 MB | GPU
82
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8650P | 49.415 ms | 3 - 25 MB | GPU
83
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8255P | 49.415 ms | 3 - 25 MB | GPU
84
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® QCS8450 | 11.757 ms | 3 - 200 MB | NPU
85
+ | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.445 ms | 0 - 185 MB | NPU
86
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA7255P | 31.243 ms | 3 - 180 MB | NPU
87
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® QCS9075 | 10.671 ms | 2 - 29 MB | NPU
88
+ | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Elite Mobile | 3.28 ms | 0 - 180 MB | NPU
89
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8295P | 10.297 ms | 3 - 163 MB | NPU
90
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® QCS8750 | 3.28 ms | 0 - 180 MB | NPU
91
+ | encode_key_without_shrinkage | ONNX | float | Snapdragon® X2 Elite | 3.853 ms | 211 - 211 MB | NPU
92
+ | encode_key_without_shrinkage | ONNX | float | Snapdragon® X Elite | 6.678 ms | 179 - 179 MB | NPU
93
+ | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.032 ms | 29 - 220 MB | NPU
94
+ | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 13.496 ms | 26 - 217 MB | NPU
95
+ | encode_key_without_shrinkage | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.893 ms | 42 - 63 MB | NPU
96
+ | encode_key_without_shrinkage | ONNX | float | Qualcomm® QCS8450 | 13.496 ms | 26 - 217 MB | NPU
97
+ | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.454 ms | 0 - 174 MB | NPU
98
+ | encode_key_without_shrinkage | ONNX | float | Qualcomm® QCS9075 | 11.531 ms | 52 - 98 MB | NPU
99
+ | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Elite Mobile | 4.356 ms | 51 - 248 MB | NPU
100
+ | encode_key_without_shrinkage | ONNX | float | Qualcomm® QCS8750 | 4.356 ms | 51 - 248 MB | NPU
101
+ | encode_key_without_shrinkage | ONNX | float | Qualcomm® QCS7181 | 6.678 ms | 179 - 179 MB | NPU
102
+ | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.563 ms | 0 - 215 MB | NPU
103
+ | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 14.243 ms | 20 - 221 MB | NPU
104
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® QCS8275 | 33.56 ms | 20 - 204 MB | NPU
105
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 7.898 ms | 20 - 22 MB | NPU
106
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8775P | 52.355 ms | 20 - 42 MB | GPU
107
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8650P | 52.355 ms | 20 - 42 MB | GPU
108
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8255P | 52.355 ms | 20 - 42 MB | GPU
109
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® QCS8450 | 14.243 ms | 20 - 221 MB | NPU
110
+ | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.558 ms | 0 - 221 MB | NPU
111
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA7255P | 33.56 ms | 20 - 204 MB | NPU
112
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® QCS9075 | 12.887 ms | 20 - 63 MB | NPU
113
+ | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Elite Mobile | 4.387 ms | 17 - 203 MB | NPU
114
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8295P | 12.663 ms | 20 - 184 MB | NPU
115
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® QCS8750 | 4.387 ms | 17 - 203 MB | NPU
116
+ | encode_value | ONNX | float | Snapdragon® X2 Elite | 6.541 ms | 207 - 207 MB | NPU
117
+ | encode_value | ONNX | float | Snapdragon® X Elite | 13.255 ms | 143 - 143 MB | NPU
118
+ | encode_value | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 11.37 ms | 3 - 202 MB | NPU
119
+ | encode_value | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 31.64 ms | 12 - 196 MB | NPU
120
+ | encode_value | ONNX | float | Qualcomm® QCS8550 (Proxy) | 16.747 ms | 9 - 13 MB | NPU
121
+ | encode_value | ONNX | float | Qualcomm® QCS8450 | 31.64 ms | 12 - 196 MB | NPU
122
+ | encode_value | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.225 ms | 7 - 176 MB | NPU
123
+ | encode_value | ONNX | float | Qualcomm® QCS9075 | 18.64 ms | 6 - 51 MB | NPU
124
+ | encode_value | ONNX | float | Snapdragon® 8 Elite Mobile | 9.544 ms | 7 - 192 MB | NPU
125
+ | encode_value | ONNX | float | Qualcomm® QCS8750 | 9.544 ms | 7 - 192 MB | NPU
126
+ | encode_value | ONNX | float | Qualcomm® QCS7181 | 13.255 ms | 143 - 143 MB | NPU
127
+ | encode_value | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 8.226 ms | 1 - 287 MB | NPU
128
+ | encode_value | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 21.175 ms | 3 - 291 MB | NPU
129
+ | encode_value | TFLITE | float | Qualcomm® QCS8275 | 51.302 ms | 3 - 217 MB | NPU
130
+ | encode_value | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 11.89 ms | 0 - 3 MB | NPU
131
+ | encode_value | TFLITE | float | Qualcomm® SA8775P | 254.547 ms | 12 - 30 MB | CPU
132
+ | encode_value | TFLITE | float | Qualcomm® SA8650P | 254.547 ms | 12 - 30 MB | CPU
133
+ | encode_value | TFLITE | float | Qualcomm® SA8255P | 254.547 ms | 12 - 30 MB | CPU
134
+ | encode_value | TFLITE | float | Qualcomm® QCS8450 | 21.175 ms | 3 - 291 MB | NPU
135
+ | encode_value | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.357 ms | 2 - 202 MB | NPU
136
+ | encode_value | TFLITE | float | Qualcomm® SA7255P | 51.302 ms | 3 - 217 MB | NPU
137
+ | encode_value | TFLITE | float | Qualcomm® QCS9075 | 19.689 ms | 0 - 55 MB | NPU
138
+ | encode_value | TFLITE | float | Snapdragon® 8 Elite Mobile | 6.822 ms | 3 - 217 MB | NPU
139
+ | encode_value | TFLITE | float | Qualcomm® SA8295P | 18.897 ms | 3 - 219 MB | NPU
140
+ | encode_value | TFLITE | float | Qualcomm® QCS8750 | 6.822 ms | 3 - 217 MB | NPU
141
+ | segment | ONNX | float | Snapdragon® X2 Elite | 11.665 ms | 191 - 191 MB | NPU
142
+ | segment | ONNX | float | Snapdragon® X Elite | 23.303 ms | 161 - 161 MB | NPU
143
+ | segment | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 17.472 ms | 24 - 259 MB | NPU
144
+ | segment | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 42.657 ms | 25 - 244 MB | NPU
145
+ | segment | ONNX | float | Qualcomm® QCS8550 (Proxy) | 22.914 ms | 3 - 59 MB | NPU
146
+ | segment | ONNX | float | Qualcomm® QCS8450 | 42.657 ms | 25 - 244 MB | NPU
147
+ | segment | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.66 ms | 5 - 214 MB | NPU
148
+ | segment | ONNX | float | Qualcomm® QCS9075 | 38.795 ms | 21 - 78 MB | NPU
149
+ | segment | ONNX | float | Snapdragon® 8 Elite Mobile | 13.308 ms | 3 - 208 MB | NPU
150
+ | segment | ONNX | float | Qualcomm® QCS8750 | 13.308 ms | 3 - 208 MB | NPU
151
+ | segment | ONNX | float | Qualcomm® QCS7181 | 23.303 ms | 161 - 161 MB | NPU
152
+ | segment | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 17.325 ms | 2 - 294 MB | NPU
153
+ | segment | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 42.262 ms | 2 - 293 MB | NPU
154
+ | segment | TFLITE | float | Qualcomm® QCS8275 | 103.303 ms | 2 - 195 MB | NPU
155
+ | segment | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 23.322 ms | 2 - 4 MB | NPU
156
+ | segment | TFLITE | float | Qualcomm® SA8775P | 647.324 ms | 28 - 47 MB | CPU
157
+ | segment | TFLITE | float | Qualcomm® SA8650P | 647.324 ms | 28 - 47 MB | CPU
158
+ | segment | TFLITE | float | Qualcomm® SA8255P | 647.324 ms | 28 - 47 MB | CPU
159
+ | segment | TFLITE | float | Qualcomm® QCS8450 | 42.262 ms | 2 - 293 MB | NPU
160
+ | segment | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.452 ms | 2 - 198 MB | NPU
161
+ | segment | TFLITE | float | Qualcomm® SA7255P | 103.303 ms | 2 - 195 MB | NPU
162
+ | segment | TFLITE | float | Qualcomm® QCS9075 | 38.101 ms | 0 - 83 MB | NPU
163
+ | segment | TFLITE | float | Snapdragon® 8 Elite Mobile | 13.22 ms | 1 - 195 MB | NPU
164
+ | segment | TFLITE | float | Qualcomm® SA8295P | 37.579 ms | 2 - 202 MB | NPU
165
+ | segment | TFLITE | float | Qualcomm® QCS8750 | 13.22 ms | 1 - 195 MB | NPU
166
 
167
  ## License
168
  * The license for the original implementation of Track-Anything can be found
release_assets.json CHANGED
@@ -1,21 +1,21 @@
1
  {
2
- "version": "0.55.0",
3
  "precisions": {
4
  "float": {
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/track_anything/releases/v0.55.0/track_anything-tflite-float.zip"
12
  },
13
  "onnx": {
14
  "tool_versions": {
15
- "qairt": "2.42.0.251225135753_193295",
16
  "onnx_runtime": "1.25.0"
17
  },
18
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/track_anything/releases/v0.55.0/track_anything-onnx-float.zip"
19
  }
20
  }
21
  }
 
1
  {
2
+ "version": "0.56.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
+ "litert": "1.4.4"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/track_anything/releases/v0.56.0/track_anything-tflite-float.zip"
12
  },
13
  "onnx": {
14
  "tool_versions": {
15
+ "qairt": "2.45.0.260326154327",
16
  "onnx_runtime": "1.25.0"
17
  },
18
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/track_anything/releases/v0.56.0/track_anything-onnx-float.zip"
19
  }
20
  }
21
  }