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Track-Anything

PyTorch
android
video-object-tracking
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v0.64.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.64.0 for changelog.

Files changed (2) hide show
  1. README.md +81 -89
  2. release_assets.json +4 -4
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/v0.63.0/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
 
@@ -27,22 +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 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/track_anything/releases/v0.63.0/track_anything-onnx-float.zip)
31
- | TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/track_anything/releases/v0.63.0/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/v0.63.0/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/v0.63.0/src/qai_hub_models/models/track_anything) for usage instructions.
46
 
47
  ## Model Details
48
 
@@ -63,102 +63,94 @@ 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® 8 Elite Gen 5 For Galaxy Mobile | 2.385 ms | 1 - 167 MB | NPU
67
- | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.881 ms | 0 - 163 MB | NPU
68
- | encode_key_with_shrinkage | ONNX | float | Snapdragon® X2 Elite | 2.756 ms | 10 - 10 MB | NPU
69
- | encode_key_with_shrinkage | ONNX | float | Snapdragon® X Elite | 5.196 ms | 18 - 18 MB | NPU
70
- | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.589 ms | 0 - 193 MB | NPU
71
- | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 8.743 ms | 9 - 186 MB | NPU
72
- | encode_key_with_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 9.419 ms | 8 - 12 MB | NPU
73
- | encode_key_with_shrinkage | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.108 ms | 0 - 20 MB | NPU
74
- | encode_key_with_shrinkage | ONNX | float | Qualcomm® QCS8450 | 8.743 ms | 9 - 186 MB | NPU
75
- | encode_key_with_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 8.628 ms | 9 - 12 MB | NPU
76
  | encode_key_with_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 5.196 ms | 18 - 18 MB | NPU
77
- | encode_key_with_shrinkage | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 2.881 ms | 0 - 163 MB | NPU
78
- | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 2.539 ms | 0 - 179 MB | NPU
79
- | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.282 ms | 0 - 177 MB | NPU
80
- | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4.142 ms | 1 - 208 MB | NPU
81
- | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 9.501 ms | 3 - 194 MB | NPU
82
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 9.798 ms | 3 - 31 MB | NPU
83
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.101 ms | 3 - 5 MB | NPU
84
  | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8650P | 9.452 ms | 3 - 180 MB | NPU
85
  | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8255P | 9.452 ms | 3 - 180 MB | NPU
86
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® QCS8450 | 9.501 ms | 3 - 194 MB | NPU
87
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 9.536 ms | 2 - 29 MB | NPU
88
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 3.282 ms | 0 - 177 MB | NPU
89
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8295P | 9.96 ms | 3 - 158 MB | NPU
90
- | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.451 ms | 0 - 169 MB | NPU
91
- | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.407 ms | 51 - 219 MB | NPU
92
- | encode_key_without_shrinkage | ONNX | float | Snapdragon® X2 Elite | 3.874 ms | 80 - 80 MB | NPU
93
- | encode_key_without_shrinkage | ONNX | float | Snapdragon® X Elite | 6.5 ms | 80 - 80 MB | NPU
94
- | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.816 ms | 54 - 249 MB | NPU
95
- | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 11.088 ms | 50 - 231 MB | NPU
96
- | encode_key_without_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 11.305 ms | 49 - 53 MB | NPU
97
- | encode_key_without_shrinkage | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.636 ms | 35 - 54 MB | NPU
98
- | encode_key_without_shrinkage | ONNX | float | Qualcomm® QCS8450 | 11.088 ms | 50 - 231 MB | NPU
99
- | encode_key_without_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 10.442 ms | 51 - 54 MB | NPU
100
  | encode_key_without_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 6.5 ms | 80 - 80 MB | NPU
101
- | encode_key_without_shrinkage | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 4.407 ms | 51 - 219 MB | NPU
102
- | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.601 ms | 0 - 186 MB | NPU
103
- | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.364 ms | 20 - 200 MB | NPU
104
- | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.389 ms | 0 - 210 MB | NPU
105
- | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 12.164 ms | 20 - 216 MB | NPU
106
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 11.785 ms | 20 - 65 MB | NPU
107
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.458 ms | 20 - 22 MB | NPU
108
  | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8650P | 11.663 ms | 20 - 207 MB | NPU
109
  | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8255P | 11.663 ms | 20 - 207 MB | NPU
110
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® QCS8450 | 12.164 ms | 20 - 216 MB | NPU
111
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 11.257 ms | 20 - 64 MB | NPU
112
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 4.364 ms | 20 - 200 MB | NPU
113
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8295P | 12.512 ms | 20 - 177 MB | NPU
114
- | encode_value | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 5.774 ms | 7 - 174 MB | NPU
115
- | encode_value | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.374 ms | 7 - 173 MB | NPU
116
- | encode_value | ONNX | float | Snapdragon® X2 Elite | 5.404 ms | 20 - 20 MB | NPU
117
- | encode_value | ONNX | float | Snapdragon® X Elite | 12.329 ms | 39 - 39 MB | NPU
118
- | encode_value | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.497 ms | 0 - 188 MB | NPU
119
- | encode_value | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 21.75 ms | 1 - 184 MB | NPU
120
- | encode_value | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 17.115 ms | 6 - 16 MB | NPU
121
- | encode_value | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 15.386 ms | 6 - 14 MB | NPU
122
- | encode_value | ONNX | float | Qualcomm® QCS8450 | 21.75 ms | 1 - 184 MB | NPU
123
- | encode_value | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 16.973 ms | 6 - 15 MB | NPU
124
  | encode_value | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 12.329 ms | 39 - 39 MB | NPU
125
- | encode_value | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 7.374 ms | 7 - 173 MB | NPU
126
- | encode_value | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 5.088 ms | 1 - 176 MB | NPU
127
- | encode_value | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.391 ms | 3 - 178 MB | NPU
128
- | encode_value | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 8.167 ms | 3 - 246 MB | NPU
129
- | encode_value | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 19.545 ms | 3 - 242 MB | NPU
130
- | encode_value | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 17.619 ms | 0 - 56 MB | NPU
131
- | encode_value | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 11.686 ms | 3 - 5 MB | NPU
132
  | encode_value | TFLITE | float | Qualcomm® SA8650P | 16.996 ms | 3 - 215 MB | NPU
133
  | encode_value | TFLITE | float | Qualcomm® SA8255P | 16.996 ms | 3 - 215 MB | NPU
134
- | encode_value | TFLITE | float | Qualcomm® QCS8450 | 19.545 ms | 3 - 242 MB | NPU
135
- | encode_value | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 16.902 ms | 0 - 55 MB | NPU
136
- | encode_value | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 6.391 ms | 3 - 178 MB | NPU
137
- | encode_value | TFLITE | float | Qualcomm® SA8295P | 18.213 ms | 3 - 177 MB | NPU
138
- | segment | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 9.786 ms | 3 - 204 MB | NPU
139
- | segment | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 12.775 ms | 3 - 200 MB | NPU
140
- | segment | ONNX | float | Snapdragon® X2 Elite | 10.382 ms | 21 - 21 MB | NPU
141
- | segment | ONNX | float | Snapdragon® X Elite | 23.183 ms | 38 - 38 MB | NPU
142
- | segment | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 17.031 ms | 0 - 232 MB | NPU
143
- | segment | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 38.068 ms | 16 - 231 MB | NPU
144
- | segment | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 36.117 ms | 21 - 46 MB | NPU
145
- | segment | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 23.292 ms | 0 - 44 MB | NPU
146
- | segment | ONNX | float | Qualcomm® QCS8450 | 38.068 ms | 16 - 231 MB | NPU
147
- | segment | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 33.774 ms | 21 - 46 MB | NPU
148
  | segment | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 23.183 ms | 38 - 38 MB | NPU
149
- | segment | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 12.775 ms | 3 - 200 MB | NPU
150
- | segment | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 9.909 ms | 0 - 185 MB | NPU
151
- | segment | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 12.792 ms | 0 - 182 MB | NPU
152
- | segment | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 17.174 ms | 2 - 273 MB | NPU
153
- | segment | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 39.199 ms | 2 - 279 MB | NPU
154
- | segment | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 35.767 ms | 0 - 84 MB | NPU
155
- | segment | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 22.333 ms | 2 - 4 MB | NPU
156
  | segment | TFLITE | float | Qualcomm® SA8650P | 33.305 ms | 2 - 194 MB | NPU
157
  | segment | TFLITE | float | Qualcomm® SA8255P | 33.305 ms | 2 - 194 MB | NPU
158
- | segment | TFLITE | float | Qualcomm® QCS8450 | 39.199 ms | 2 - 279 MB | NPU
159
- | segment | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 33.562 ms | 0 - 83 MB | NPU
160
- | segment | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 12.792 ms | 0 - 182 MB | NPU
161
- | segment | TFLITE | float | Qualcomm® SA8295P | 36.526 ms | 2 - 187 MB | NPU
162
 
163
  ## License
164
  * 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/v0.64.0/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 2.50, ONNX Runtime 1.30.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/track_anything/releases/v0.64.0/track_anything-onnx-float.zip)
31
+ | TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/track_anything/releases/v0.64.0/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/v0.64.0/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/v0.64.0/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® 8 Elite Gen 5 For Galaxy Mobile | 2.395 ms | 1 - 169 MB | NPU
67
+ | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.886 ms | 0 - 158 MB | NPU
68
+ | encode_key_with_shrinkage | ONNX | float | Snapdragon® X2 Elite | 2.74 ms | 10 - 10 MB | NPU
69
+ | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.58 ms | 0 - 194 MB | NPU
70
+ | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 8.739 ms | 9 - 185 MB | NPU
71
+ | encode_key_with_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 9.425 ms | 8 - 12 MB | NPU
72
+ | encode_key_with_shrinkage | ONNX | float | Qualcomm® QCS8450 | 8.739 ms | 9 - 185 MB | NPU
73
+ | encode_key_with_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 8.609 ms | 8 - 12 MB | NPU
 
 
74
  | encode_key_with_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 5.196 ms | 18 - 18 MB | NPU
75
+ | encode_key_with_shrinkage | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 2.886 ms | 0 - 158 MB | NPU
76
+ | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 2.562 ms | 0 - 178 MB | NPU
77
+ | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.288 ms | 0 - 177 MB | NPU
78
+ | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4.142 ms | 3 - 203 MB | NPU
79
+ | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 9.492 ms | 3 - 194 MB | NPU
80
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 9.796 ms | 3 - 31 MB | NPU
81
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.091 ms | 3 - 9 MB | NPU
82
  | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8650P | 9.452 ms | 3 - 180 MB | NPU
83
  | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8255P | 9.452 ms | 3 - 180 MB | NPU
84
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® QCS8450 | 9.492 ms | 3 - 194 MB | NPU
85
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 9.537 ms | 2 - 29 MB | NPU
86
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 3.288 ms | 0 - 177 MB | NPU
87
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8295P | 9.997 ms | 3 - 158 MB | NPU
88
+ | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.454 ms | 1 - 172 MB | NPU
89
+ | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.407 ms | 54 - 218 MB | NPU
90
+ | encode_key_without_shrinkage | ONNX | float | Snapdragon® X2 Elite | 3.817 ms | 79 - 79 MB | NPU
91
+ | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.817 ms | 56 - 250 MB | NPU
92
+ | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 11.101 ms | 50 - 229 MB | NPU
93
+ | encode_key_without_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 11.328 ms | 49 - 53 MB | NPU
94
+ | encode_key_without_shrinkage | ONNX | float | Qualcomm® QCS8450 | 11.101 ms | 50 - 229 MB | NPU
95
+ | encode_key_without_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 10.429 ms | 53 - 56 MB | NPU
 
 
96
  | encode_key_without_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 6.5 ms | 80 - 80 MB | NPU
97
+ | encode_key_without_shrinkage | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 4.407 ms | 54 - 218 MB | NPU
98
+ | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.593 ms | 0 - 187 MB | NPU
99
+ | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.367 ms | 20 - 201 MB | NPU
100
+ | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.395 ms | 18 - 224 MB | NPU
101
+ | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 12.125 ms | 20 - 216 MB | NPU
102
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 11.749 ms | 20 - 65 MB | NPU
103
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.444 ms | 20 - 22 MB | NPU
104
  | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8650P | 11.663 ms | 20 - 207 MB | NPU
105
  | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8255P | 11.663 ms | 20 - 207 MB | NPU
106
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® QCS8450 | 12.125 ms | 20 - 216 MB | NPU
107
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 11.308 ms | 20 - 64 MB | NPU
108
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 4.367 ms | 20 - 201 MB | NPU
109
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8295P | 12.431 ms | 20 - 177 MB | NPU
110
+ | encode_value | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 6.527 ms | 6 - 335 MB | NPU
111
+ | encode_value | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 8.462 ms | 7 - 415 MB | NPU
112
+ | encode_value | ONNX | float | Snapdragon® X2 Elite | 6.295 ms | 20 - 20 MB | NPU
113
+ | encode_value | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 10.125 ms | 0 - 1258 MB | NPU
114
+ | encode_value | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 21.363 ms | 12 - 221 MB | NPU
115
+ | encode_value | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 18.831 ms | 6 - 15 MB | NPU
116
+ | encode_value | ONNX | float | Qualcomm® QCS8450 | 21.363 ms | 12 - 221 MB | NPU
117
+ | encode_value | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 19.44 ms | 6 - 15 MB | NPU
 
 
118
  | encode_value | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 12.329 ms | 39 - 39 MB | NPU
119
+ | encode_value | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 8.462 ms | 7 - 415 MB | NPU
120
+ | encode_value | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 5.075 ms | 3 - 177 MB | NPU
121
+ | encode_value | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.408 ms | 1 - 182 MB | NPU
122
+ | encode_value | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 8.175 ms | 2 - 245 MB | NPU
123
+ | encode_value | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 19.559 ms | 3 - 246 MB | NPU
124
+ | encode_value | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 17.765 ms | 0 - 56 MB | NPU
125
+ | encode_value | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 11.633 ms | 3 - 6 MB | NPU
126
  | encode_value | TFLITE | float | Qualcomm® SA8650P | 16.996 ms | 3 - 215 MB | NPU
127
  | encode_value | TFLITE | float | Qualcomm® SA8255P | 16.996 ms | 3 - 215 MB | NPU
128
+ | encode_value | TFLITE | float | Qualcomm® QCS8450 | 19.559 ms | 3 - 246 MB | NPU
129
+ | encode_value | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 16.995 ms | 0 - 55 MB | NPU
130
+ | encode_value | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 6.408 ms | 1 - 182 MB | NPU
131
+ | encode_value | TFLITE | float | Qualcomm® SA8295P | 18.225 ms | 3 - 178 MB | NPU
132
+ | segment | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 11.254 ms | 7 - 373 MB | NPU
133
+ | segment | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 15.821 ms | 4 - 408 MB | NPU
134
+ | segment | ONNX | float | Snapdragon® X2 Elite | 12.437 ms | 21 - 21 MB | NPU
135
+ | segment | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 18.776 ms | 22 - 397 MB | NPU
136
+ | segment | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 40.5 ms | 2 - 281 MB | NPU
137
+ | segment | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 37.088 ms | 21 - 46 MB | NPU
138
+ | segment | ONNX | float | Qualcomm® QCS8450 | 40.5 ms | 2 - 281 MB | NPU
139
+ | segment | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 35.999 ms | 21 - 46 MB | NPU
 
 
140
  | segment | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 23.183 ms | 38 - 38 MB | NPU
141
+ | segment | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 15.821 ms | 4 - 408 MB | NPU
142
+ | segment | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 9.909 ms | 0 - 182 MB | NPU
143
+ | segment | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 12.865 ms | 0 - 180 MB | NPU
144
+ | segment | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.954 ms | 1 - 274 MB | NPU
145
+ | segment | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 38.598 ms | 2 - 277 MB | NPU
146
+ | segment | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 35.598 ms | 0 - 84 MB | NPU
147
+ | segment | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 23.014 ms | 2 - 4 MB | NPU
148
  | segment | TFLITE | float | Qualcomm® SA8650P | 33.305 ms | 2 - 194 MB | NPU
149
  | segment | TFLITE | float | Qualcomm® SA8255P | 33.305 ms | 2 - 194 MB | NPU
150
+ | segment | TFLITE | float | Qualcomm® QCS8450 | 38.598 ms | 2 - 277 MB | NPU
151
+ | segment | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 33.91 ms | 0 - 83 MB | NPU
152
+ | segment | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 12.865 ms | 0 - 180 MB | NPU
153
+ | segment | TFLITE | float | Qualcomm® SA8295P | 36.538 ms | 2 - 187 MB | NPU
154
 
155
  ## License
156
  * The license for the original implementation of Track-Anything can be found
release_assets.json CHANGED
@@ -1,20 +1,20 @@
1
  {
2
- "version": "0.63.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "onnx": {
7
  "tool_versions": {
8
  "qairt": "2.50.0.260828221209",
9
- "onnx_runtime": "1.27.1"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/track_anything/releases/v0.63.0/track_anything-onnx-float.zip"
12
  },
13
  "tflite": {
14
  "tool_versions": {
15
  "qairt": "2.50.0.260828221209"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/track_anything/releases/v0.63.0/track_anything-tflite-float.zip"
18
  }
19
  }
20
  }
 
1
  {
2
+ "version": "0.64.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "onnx": {
7
  "tool_versions": {
8
  "qairt": "2.50.0.260828221209",
9
+ "onnx_runtime": "1.30.0"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/track_anything/releases/v0.64.0/track_anything-onnx-float.zip"
12
  },
13
  "tflite": {
14
  "tool_versions": {
15
  "qairt": "2.50.0.260828221209"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/track_anything/releases/v0.64.0/track_anything-tflite-float.zip"
18
  }
19
  }
20
  }