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Track-Anything

PyTorch
android
video-object-tracking
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v0.58.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.58.0 for changelog.

Files changed (2) hide show
  1. README.md +105 -105
  2. release_assets.json +3 -3
README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: video-object-tracking
14
  Track-Anything is a video based machine learning model to track an object in a video.
15
 
16
  This is based on the implementation of Track-Anything found [here](https://github.com/gaomingqi/Track-Anything).
17
- This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.57.3/src/qai_hub_models/models/track_anything) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
18
 
19
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
20
 
@@ -27,22 +27,22 @@ Below are pre-exported model assets ready for deployment.
27
 
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/v0.57.3/track_anything-onnx-float.zip)
31
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/track_anything/releases/v0.57.3/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
 
35
 
36
  ### Option 2: Export with Custom Configurations
37
 
38
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.57.3/src/qai_hub_models/models/track_anything) Python library to compile and export the model with your own:
39
  - Custom weights (e.g., fine-tuned checkpoints)
40
  - Custom input shapes
41
  - Target device and runtime configurations
42
 
43
  This option is ideal if you need to customize the model beyond the default configuration provided here.
44
 
45
- See our repository for [Track-Anything on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.57.3/src/qai_hub_models/models/track_anything) for usage instructions.
46
 
47
  ## Model Details
48
 
@@ -63,106 +63,106 @@ See our repository for [Track-Anything on GitHub](https://github.com/qualcomm/ai
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
 
14
  Track-Anything is a video based machine learning model to track an object in a video.
15
 
16
  This is based on the implementation of Track-Anything found [here](https://github.com/gaomingqi/Track-Anything).
17
+ This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/src/qai_hub_models/models/track_anything) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
18
 
19
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
20
 
 
27
 
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/v0.58.0/track_anything-onnx-float.zip)
31
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/track_anything/releases/v0.58.0/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
 
35
 
36
  ### Option 2: Export with Custom Configurations
37
 
38
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/src/qai_hub_models/models/track_anything) Python library to compile and export the model with your own:
39
  - Custom weights (e.g., fine-tuned checkpoints)
40
  - Custom input shapes
41
  - Target device and runtime configurations
42
 
43
  This option is ideal if you need to customize the model beyond the default configuration provided here.
44
 
45
+ See our repository for [Track-Anything on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/src/qai_hub_models/models/track_anything) for usage instructions.
46
 
47
  ## Model Details
48
 
 
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 | 2.778 ms | 10 - 10 MB | NPU
67
+ | encode_key_with_shrinkage | ONNX | float | Snapdragon® X Elite | 5.262 ms | 18 - 18 MB | NPU
68
+ | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.693 ms | 1 - 200 MB | NPU
69
+ | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 10.586 ms | 9 - 189 MB | NPU
70
+ | encode_key_with_shrinkage | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.178 ms | 8 - 10 MB | NPU
71
+ | encode_key_with_shrinkage | ONNX | float | Qualcomm® QCS8450 | 10.586 ms | 9 - 189 MB | NPU
72
+ | encode_key_with_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 8.79 ms | 8 - 11 MB | NPU
73
+ | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.38 ms | 0 - 172 MB | NPU
74
+ | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Elite Mobile | 3.0 ms | 0 - 172 MB | NPU
75
+ | encode_key_with_shrinkage | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 3.0 ms | 0 - 172 MB | NPU
76
+ | encode_key_with_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 5.262 ms | 18 - 18 MB | NPU
77
+ | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4.067 ms | 0 - 213 MB | NPU
78
+ | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 11.789 ms | 3 - 200 MB | NPU
79
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® QCS8275 | 123.75 ms | 4 - 23 MB | GPU
80
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.92 ms | 0 - 91 MB | NPU
81
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8775P | 9.463 ms | 3 - 180 MB | NPU
82
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8650P | 9.463 ms | 3 - 180 MB | NPU
83
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8255P | 9.463 ms | 3 - 180 MB | NPU
84
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® QCS8450 | 11.789 ms | 3 - 200 MB | NPU
85
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 9.183 ms | 2 - 29 MB | NPU
86
+ | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.46 ms | 0 - 184 MB | NPU
87
+ | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Elite Mobile | 3.285 ms | 0 - 183 MB | NPU
88
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA7255P | 123.75 ms | 4 - 23 MB | GPU
89
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8295P | 10.299 ms | 3 - 163 MB | NPU
90
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 3.285 ms | 0 - 183 MB | NPU
91
+ | encode_key_without_shrinkage | ONNX | float | Snapdragon® X2 Elite | 3.85 ms | 80 - 80 MB | NPU
92
+ | encode_key_without_shrinkage | ONNX | float | Snapdragon® X Elite | 6.835 ms | 80 - 80 MB | NPU
93
+ | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.067 ms | 54 - 254 MB | NPU
94
+ | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 13.535 ms | 50 - 251 MB | NPU
95
+ | encode_key_without_shrinkage | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.816 ms | 42 - 62 MB | NPU
96
+ | encode_key_without_shrinkage | ONNX | float | Qualcomm® QCS8450 | 13.535 ms | 50 - 251 MB | NPU
97
+ | encode_key_without_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 10.627 ms | 54 - 57 MB | NPU
98
+ | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.47 ms | 1 - 178 MB | NPU
99
+ | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Elite Mobile | 4.363 ms | 51 - 246 MB | NPU
100
+ | encode_key_without_shrinkage | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 4.363 ms | 51 - 246 MB | NPU
101
+ | encode_key_without_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 6.835 ms | 80 - 80 MB | NPU
102
+ | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.609 ms | 19 - 236 MB | NPU
103
+ | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 14.26 ms | 20 - 222 MB | NPU
104
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® QCS8275 | 33.59 ms | 20 - 203 MB | NPU
105
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.708 ms | 18 - 20 MB | NPU
106
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8775P | 11.686 ms | 20 - 207 MB | NPU
107
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8650P | 11.686 ms | 20 - 207 MB | NPU
108
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8255P | 11.686 ms | 20 - 207 MB | NPU
109
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® QCS8450 | 14.26 ms | 20 - 222 MB | NPU
110
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 11.335 ms | 20 - 63 MB | NPU
111
+ | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.569 ms | 0 - 221 MB | NPU
112
+ | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Elite Mobile | 4.409 ms | 20 - 204 MB | NPU
113
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA7255P | 33.59 ms | 20 - 203 MB | NPU
114
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8295P | 12.669 ms | 20 - 184 MB | NPU
115
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 4.409 ms | 20 - 204 MB | NPU
116
+ | encode_value | ONNX | float | Snapdragon® X2 Elite | 6.553 ms | 20 - 20 MB | NPU
117
+ | encode_value | ONNX | float | Snapdragon® X Elite | 13.228 ms | 39 - 39 MB | NPU
118
+ | encode_value | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 11.343 ms | 0 - 210 MB | NPU
119
+ | encode_value | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 31.657 ms | 12 - 210 MB | NPU
120
+ | encode_value | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 16.641 ms | 0 - 44 MB | NPU
121
+ | encode_value | ONNX | float | Qualcomm® QCS8450 | 31.657 ms | 12 - 210 MB | NPU
122
+ | encode_value | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 18.93 ms | 6 - 14 MB | NPU
123
+ | encode_value | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.254 ms | 7 - 180 MB | NPU
124
+ | encode_value | ONNX | float | Snapdragon® 8 Elite Mobile | 9.555 ms | 7 - 191 MB | NPU
125
+ | encode_value | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 9.555 ms | 7 - 191 MB | NPU
126
+ | encode_value | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 13.228 ms | 39 - 39 MB | NPU
127
+ | encode_value | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 8.224 ms | 2 - 287 MB | NPU
128
+ | encode_value | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 21.39 ms | 3 - 291 MB | NPU
129
+ | encode_value | TFLITE | float | Qualcomm® QCS8275 | 51.307 ms | 3 - 217 MB | NPU
130
+ | encode_value | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 11.902 ms | 3 - 6 MB | NPU
131
+ | encode_value | TFLITE | float | Qualcomm® SA8775P | 17.01 ms | 3 - 215 MB | NPU
132
+ | encode_value | TFLITE | float | Qualcomm® SA8650P | 17.01 ms | 3 - 215 MB | NPU
133
+ | encode_value | TFLITE | float | Qualcomm® SA8255P | 17.01 ms | 3 - 215 MB | NPU
134
+ | encode_value | TFLITE | float | Qualcomm® QCS8450 | 21.39 ms | 3 - 291 MB | NPU
135
+ | encode_value | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 16.809 ms | 0 - 55 MB | NPU
136
+ | encode_value | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.407 ms | 2 - 203 MB | NPU
137
+ | encode_value | TFLITE | float | Snapdragon® 8 Elite Mobile | 6.842 ms | 0 - 210 MB | NPU
138
+ | encode_value | TFLITE | float | Qualcomm® SA7255P | 51.307 ms | 3 - 217 MB | NPU
139
+ | encode_value | TFLITE | float | Qualcomm® SA8295P | 18.738 ms | 3 - 221 MB | NPU
140
+ | encode_value | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 6.842 ms | 0 - 210 MB | NPU
141
+ | segment | ONNX | float | Snapdragon® X2 Elite | 11.67 ms | 21 - 21 MB | NPU
142
+ | segment | ONNX | float | Snapdragon® X Elite | 23.214 ms | 38 - 38 MB | NPU
143
+ | segment | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 17.492 ms | 0 - 241 MB | NPU
144
+ | segment | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 42.918 ms | 1 - 230 MB | NPU
145
+ | segment | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 23.149 ms | 0 - 317 MB | NPU
146
+ | segment | ONNX | float | Qualcomm® QCS8450 | 42.918 ms | 1 - 230 MB | NPU
147
+ | segment | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 34.374 ms | 21 - 45 MB | NPU
148
+ | segment | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.835 ms | 3 - 216 MB | NPU
149
+ | segment | ONNX | float | Snapdragon® 8 Elite Mobile | 13.309 ms | 5 - 213 MB | NPU
150
+ | segment | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 13.309 ms | 5 - 213 MB | NPU
151
+ | segment | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 23.214 ms | 38 - 38 MB | NPU
152
+ | segment | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 17.349 ms | 2 - 291 MB | NPU
153
+ | segment | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 42.127 ms | 2 - 295 MB | NPU
154
+ | segment | TFLITE | float | Qualcomm® QCS8275 | 103.338 ms | 2 - 195 MB | NPU
155
+ | segment | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 23.461 ms | 2 - 4 MB | NPU
156
+ | segment | TFLITE | float | Qualcomm® SA8775P | 33.309 ms | 2 - 193 MB | NPU
157
+ | segment | TFLITE | float | Qualcomm® SA8650P | 33.309 ms | 2 - 193 MB | NPU
158
+ | segment | TFLITE | float | Qualcomm® SA8255P | 33.309 ms | 2 - 193 MB | NPU
159
+ | segment | TFLITE | float | Qualcomm® QCS8450 | 42.127 ms | 2 - 295 MB | NPU
160
+ | segment | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 34.301 ms | 0 - 83 MB | NPU
161
+ | segment | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.582 ms | 0 - 196 MB | NPU
162
+ | segment | TFLITE | float | Snapdragon® 8 Elite Mobile | 13.194 ms | 0 - 195 MB | NPU
163
+ | segment | TFLITE | float | Qualcomm® SA7255P | 103.338 ms | 2 - 195 MB | NPU
164
+ | segment | TFLITE | float | Qualcomm® SA8295P | 37.5 ms | 2 - 202 MB | NPU
165
+ | segment | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 13.194 ms | 0 - 195 MB | NPU
166
 
167
  ## License
168
  * The license for the original implementation of Track-Anything can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.57.3",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -8,14 +8,14 @@
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/v0.57.3/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/v0.57.3/track_anything-onnx-float.zip"
19
  }
20
  }
21
  }
 
1
  {
2
+ "version": "0.58.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
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/v0.58.0/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/v0.58.0/track_anything-onnx-float.zip"
19
  }
20
  }
21
  }