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Track-Anything

PyTorch
android
video-object-tracking
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v0.60.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.60.0 for changelog.

Files changed (2) hide show
  1. README.md +114 -110
  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/v0.59.0/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
 
@@ -27,142 +27,146 @@ 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 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/track_anything/releases/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/src/qai_hub_models/models/track_anything) for usage instructions.
46
 
47
  ## Model Details
48
 
49
  **Model Type:** Model_use_case.video_object_tracking
50
 
51
  **Model Stats:**
52
- - Model checkpoint: xmem
53
  - Input resolution: 320x568
54
- - Number of parameters (encode_key_with_shrinkage): 9.72M
55
  - Model size (encode_key_with_shrinkage) (float): 37.1 MB
56
- - Number of parameters (encode_value): 23.3M
57
  - Model size (encode_value) (float): 88.8 MB
 
 
58
  - Number of parameters (encode_key_without_shrinkage): 9.71M
59
- - Model size (encode_key_without_shrinkage) (float): 37.1 MB
60
  - Number of parameters (segment): 30.1M
61
- - Model size (segment) (float): 115 MB
62
 
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 | 3.939 ms | 10 - 10 MB | NPU
67
- | encode_key_with_shrinkage | ONNX | float | Snapdragon® X Elite | 5.392 ms | 18 - 18 MB | NPU
68
- | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.686 ms | 0 - 198 MB | NPU
69
- | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 10.648 ms | 9 - 191 MB | NPU
70
- | encode_key_with_shrinkage | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.22 ms | 0 - 20 MB | NPU
71
- | encode_key_with_shrinkage | ONNX | float | Qualcomm® QCS8450 | 10.648 ms | 9 - 191 MB | NPU
72
- | encode_key_with_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 8.802 ms | 8 - 11 MB | NPU
73
- | encode_key_with_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 5.392 ms | 18 - 18 MB | NPU
74
- | encode_key_with_shrinkage | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 3.004 ms | 0 - 169 MB | NPU
75
- | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Elite Mobile | 3.004 ms | 0 - 169 MB | NPU
76
- | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.377 ms | 0 - 174 MB | NPU
77
- | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4.065 ms | 0 - 210 MB | NPU
78
- | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 11.713 ms | 0 - 194 MB | NPU
79
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ QCS8275 | 31.245 ms | 3 - 179 MB | NPU
80
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.937 ms | 4 - 6 MB | NPU
81
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8775P | 9.457 ms | 3 - 181 MB | NPU
82
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8650P | 9.457 ms | 3 - 181 MB | NPU
83
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8255P | 9.457 ms | 3 - 181 MB | NPU
84
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® QCS8450 | 11.713 ms | 0 - 194 MB | NPU
85
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 9.159 ms | 2 - 29 MB | NPU
86
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 3.293 ms | 0 - 180 MB | NPU
87
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA7255P | 31.245 ms | 3 - 179 MB | NPU
88
- | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8295P | 10.348 ms | 3 - 163 MB | NPU
89
- | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Elite Mobile | 3.293 ms | 0 - 180 MB | NPU
90
- | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.467 ms | 0 - 184 MB | NPU
91
- | encode_key_without_shrinkage | ONNX | float | Snapdragon® X2 Elite | 3.886 ms | 80 - 80 MB | NPU
92
- | encode_key_without_shrinkage | ONNX | float | Snapdragon® X Elite | 6.806 ms | 80 - 80 MB | NPU
93
- | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.046 ms | 55 - 257 MB | NPU
94
- | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 13.545 ms | 44 - 247 MB | NPU
95
- | encode_key_without_shrinkage | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.863 ms | 24 - 64 MB | NPU
96
- | encode_key_without_shrinkage | ONNX | float | Qualcomm® QCS8450 | 13.545 ms | 44 - 247 MB | NPU
97
- | encode_key_without_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 10.621 ms | 52 - 55 MB | NPU
98
- | encode_key_without_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 6.806 ms | 80 - 80 MB | NPU
99
- | encode_key_without_shrinkage | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 4.385 ms | 52 - 248 MB | NPU
100
- | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Elite Mobile | 4.385 ms | 52 - 248 MB | NPU
101
- | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.474 ms | 0 - 178 MB | NPU
102
- | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.58 ms | 0 - 214 MB | NPU
103
- | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 14.156 ms | 0 - 202 MB | NPU
104
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ QCS8275 | 33.555 ms | 11 - 194 MB | NPU
105
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.794 ms | 14 - 16 MB | NPU
106
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8775P | 11.674 ms | 20 - 207 MB | NPU
107
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8650P | 11.674 ms | 20 - 207 MB | NPU
108
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8255P | 11.674 ms | 20 - 207 MB | NPU
109
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® QCS8450 | 14.156 ms | 0 - 202 MB | NPU
110
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 11.337 ms | 20 - 63 MB | NPU
111
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 4.42 ms | 18 - 203 MB | NPU
112
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA7255P | 33.555 ms | 11 - 194 MB | NPU
113
- | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8295P | 12.718 ms | 20 - 184 MB | NPU
114
- | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Elite Mobile | 4.42 ms | 18 - 203 MB | NPU
115
- | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.574 ms | 0 - 221 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 | 13.249 ms | 39 - 39 MB | NPU
118
- | encode_value | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 11.379 ms | 0 - 209 MB | NPU
119
- | encode_value | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 31.596 ms | 12 - 208 MB | NPU
120
- | encode_value | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 16.791 ms | 0 - 50 MB | NPU
121
- | encode_value | ONNX | float | Qualcomm® QCS8450 | 31.596 ms | 12 - 208 MB | NPU
122
- | encode_value | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 20.338 ms | 6 - 14 MB | NPU
123
- | encode_value | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 13.249 ms | 39 - 39 MB | NPU
124
- | encode_value | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 9.547 ms | 7 - 191 MB | NPU
125
- | encode_value | ONNX | float | Snapdragon® 8 Elite Mobile | 9.547 ms | 7 - 191 MB | NPU
126
- | encode_value | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.222 ms | 5 - 179 MB | NPU
127
- | encode_value | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 8.241 ms | 1 - 286 MB | NPU
128
- | encode_value | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 21.253 ms | 3 - 291 MB | NPU
129
- | encode_value | TFLITE | float | Qualcomm® Dragonwing™ QCS8275 | 51.329 ms | 3 - 217 MB | NPU
130
- | encode_value | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 11.857 ms | 3 - 6 MB | NPU
131
- | encode_value | TFLITE | float | Qualcomm® SA8775P | 17.008 ms | 3 - 215 MB | NPU
132
- | encode_value | TFLITE | float | Qualcomm® SA8650P | 17.008 ms | 3 - 215 MB | NPU
133
- | encode_value | TFLITE | float | Qualcomm® SA8255P | 17.008 ms | 3 - 215 MB | NPU
134
- | encode_value | TFLITE | float | Qualcomm® QCS8450 | 21.253 ms | 3 - 291 MB | NPU
135
- | encode_value | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 17.086 ms | 0 - 55 MB | NPU
136
- | encode_value | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 6.861 ms | 3 - 213 MB | NPU
137
- | encode_value | TFLITE | float | Qualcomm® SA7255P | 51.329 ms | 3 - 217 MB | NPU
138
- | encode_value | TFLITE | float | Qualcomm® SA8295P | 18.842 ms | 0 - 216 MB | NPU
139
- | encode_value | TFLITE | float | Snapdragon® 8 Elite Mobile | 6.861 ms | 3 - 213 MB | NPU
140
- | encode_value | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.401 ms | 1 - 201 MB | NPU
141
- | segment | ONNX | float | Snapdragon® X2 Elite | 11.676 ms | 21 - 21 MB | NPU
142
- | segment | ONNX | float | Snapdragon® X Elite | 23.175 ms | 37 - 37 MB | NPU
143
- | segment | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 17.336 ms | 25 - 267 MB | NPU
144
- | segment | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 43.443 ms | 2 - 232 MB | NPU
145
- | segment | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 23.068 ms | 0 - 45 MB | NPU
146
- | segment | ONNX | float | Qualcomm® QCS8450 | 43.443 ms | 2 - 232 MB | NPU
147
- | segment | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 35.156 ms | 21 - 45 MB | NPU
148
- | segment | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 23.175 ms | 37 - 37 MB | NPU
149
- | segment | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 13.315 ms | 5 - 211 MB | NPU
150
- | segment | ONNX | float | Snapdragon® 8 Elite Mobile | 13.315 ms | 5 - 211 MB | NPU
151
- | segment | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.822 ms | 5 - 216 MB | NPU
152
- | segment | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 17.433 ms | 1 - 292 MB | NPU
153
- | segment | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 42.34 ms | 2 - 294 MB | NPU
154
- | segment | TFLITE | float | Qualcomm® Dragonwing™ QCS8275 | 103.337 ms | 2 - 195 MB | NPU
155
- | segment | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 23.541 ms | 2 - 4 MB | NPU
156
- | segment | TFLITE | float | Qualcomm® SA8775P | 33.286 ms | 2 - 193 MB | NPU
157
- | segment | TFLITE | float | Qualcomm® SA8650P | 33.286 ms | 2 - 193 MB | NPU
158
- | segment | TFLITE | float | Qualcomm® SA8255P | 33.286 ms | 2 - 193 MB | NPU
159
- | segment | TFLITE | float | Qualcomm® QCS8450 | 42.34 ms | 2 - 294 MB | NPU
160
- | segment | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 35.307 ms | 0 - 83 MB | NPU
161
- | segment | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 13.196 ms | 0 - 195 MB | NPU
162
- | segment | TFLITE | float | Qualcomm® SA7255P | 103.337 ms | 2 - 195 MB | NPU
163
- | segment | TFLITE | float | Qualcomm® SA8295P | 37.583 ms | 2 - 202 MB | NPU
164
- | segment | TFLITE | float | Snapdragon® 8 Elite Mobile | 13.196 ms | 0 - 195 MB | NPU
165
- | segment | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.574 ms | 2 - 197 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/v0.60.0/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 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/track_anything/releases/v0.60.0/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/v0.60.0/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/v0.60.0/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/v0.60.0/src/qai_hub_models/models/track_anything) for usage instructions.
46
 
47
  ## Model Details
48
 
49
  **Model Type:** Model_use_case.video_object_tracking
50
 
51
  **Model Stats:**
 
52
  - Input resolution: 320x568
53
+ - Model checkpoint: xmem
54
  - Model size (encode_key_with_shrinkage) (float): 37.1 MB
55
+ - Model size (encode_key_without_shrinkage) (float): 37.1 MB
56
  - Model size (encode_value) (float): 88.8 MB
57
+ - Model size (segment) (float): 115 MB
58
+ - Number of parameters (encode_key_with_shrinkage): 9.72M
59
  - Number of parameters (encode_key_without_shrinkage): 9.71M
60
+ - Number of parameters (encode_value): 23.3M
61
  - Number of parameters (segment): 30.1M
 
62
 
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 | 2.742 ms | 10 - 10 MB | NPU
67
+ | encode_key_with_shrinkage | ONNX | float | Snapdragon® X Elite | 5.415 ms | 19 - 19 MB | NPU
68
+ | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.697 ms | 0 - 201 MB | NPU
69
+ | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 10.626 ms | 9 - 190 MB | NPU
70
+ | encode_key_with_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 9.552 ms | 8 - 11 MB | NPU
71
+ | encode_key_with_shrinkage | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.162 ms | 0 - 162 MB | NPU
72
+ | encode_key_with_shrinkage | ONNX | float | Qualcomm® QCS8450 | 10.626 ms | 9 - 190 MB | NPU
73
+ | encode_key_with_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 9.295 ms | 10 - 13 MB | NPU
74
+ | encode_key_with_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 5.415 ms | 19 - 19 MB | NPU
75
+ | encode_key_with_shrinkage | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 3.008 ms | 1 - 170 MB | NPU
76
+ | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Elite Mobile | 3.008 ms | 1 - 170 MB | NPU
77
+ | encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.398 ms | 1 - 173 MB | NPU
78
+ | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4.064 ms | 0 - 211 MB | NPU
79
+ | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 11.737 ms | 3 - 199 MB | NPU
80
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 9.53 ms | 3 - 31 MB | NPU
81
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 31.249 ms | 3 - 179 MB | NPU
82
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.96 ms | 3 - 5 MB | NPU
83
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8775P | 9.483 ms | 3 - 181 MB | NPU
84
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8650P | 9.483 ms | 3 - 181 MB | NPU
85
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8255P | 9.483 ms | 3 - 181 MB | NPU
86
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® QCS8450 | 11.737 ms | 3 - 199 MB | NPU
87
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 9.771 ms | 2 - 29 MB | NPU
88
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 3.285 ms | 0 - 181 MB | NPU
89
+ | encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA7255P | 31.249 ms | 3 - 179 MB | NPU
90
+ | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Elite Mobile | 3.285 ms | 0 - 181 MB | NPU
91
+ | encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.461 ms | 0 - 184 MB | NPU
92
+ | encode_key_without_shrinkage | ONNX | float | Snapdragon® X2 Elite | 3.864 ms | 80 - 80 MB | NPU
93
+ | encode_key_without_shrinkage | ONNX | float | Snapdragon® X Elite | 6.673 ms | 80 - 80 MB | NPU
94
+ | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.052 ms | 53 - 255 MB | NPU
95
+ | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 13.509 ms | 45 - 247 MB | NPU
96
+ | encode_key_without_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 11.61 ms | 49 - 52 MB | NPU
97
+ | encode_key_without_shrinkage | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.899 ms | 35 - 54 MB | NPU
98
+ | encode_key_without_shrinkage | ONNX | float | Qualcomm® QCS8450 | 13.509 ms | 45 - 247 MB | NPU
99
+ | encode_key_without_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 11.308 ms | 53 - 56 MB | NPU
100
+ | encode_key_without_shrinkage | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 6.673 ms | 80 - 80 MB | NPU
101
+ | encode_key_without_shrinkage | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 4.366 ms | 8 - 205 MB | NPU
102
+ | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Elite Mobile | 4.366 ms | 8 - 205 MB | NPU
103
+ | encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.47 ms | 1 - 181 MB | NPU
104
+ | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.51 ms | 0 - 214 MB | NPU
105
+ | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 14.224 ms | 20 - 224 MB | NPU
106
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 11.767 ms | 20 - 64 MB | NPU
107
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 33.499 ms | 20 - 205 MB | NPU
108
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.914 ms | 20 - 22 MB | NPU
109
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8775P | 11.655 ms | 20 - 208 MB | NPU
110
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8650P | 11.655 ms | 20 - 208 MB | NPU
111
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8255P | 11.655 ms | 20 - 208 MB | NPU
112
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® QCS8450 | 14.224 ms | 20 - 224 MB | NPU
113
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 11.381 ms | 20 - 63 MB | NPU
114
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 4.402 ms | 20 - 204 MB | NPU
115
+ | encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA7255P | 33.499 ms | 20 - 205 MB | NPU
116
+ | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Elite Mobile | 4.402 ms | 20 - 204 MB | NPU
117
+ | encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.584 ms | 0 - 220 MB | NPU
118
+ | encode_value | ONNX | float | Snapdragon® X2 Elite | 6.557 ms | 20 - 20 MB | NPU
119
+ | encode_value | ONNX | float | Snapdragon® X Elite | 13.456 ms | 39 - 39 MB | NPU
120
+ | encode_value | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 11.414 ms | 0 - 210 MB | NPU
121
+ | encode_value | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 31.654 ms | 12 - 209 MB | NPU
122
+ | encode_value | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 18.766 ms | 6 - 15 MB | NPU
123
+ | encode_value | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 16.804 ms | 0 - 44 MB | NPU
124
+ | encode_value | ONNX | float | Qualcomm® QCS8450 | 31.654 ms | 12 - 209 MB | NPU
125
+ | encode_value | ONNX | float | Qualcomm�� Dragonwing™ IQ-9075 | 18.828 ms | 6 - 14 MB | NPU
126
+ | encode_value | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 13.456 ms | 39 - 39 MB | NPU
127
+ | encode_value | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 9.552 ms | 7 - 191 MB | NPU
128
+ | encode_value | ONNX | float | Snapdragon® 8 Elite Mobile | 9.552 ms | 7 - 191 MB | NPU
129
+ | encode_value | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.207 ms | 8 - 183 MB | NPU
130
+ | encode_value | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 8.226 ms | 2 - 289 MB | NPU
131
+ | encode_value | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 21.33 ms | 3 - 291 MB | NPU
132
+ | encode_value | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 18.139 ms | 0 - 55 MB | NPU
133
+ | encode_value | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 51.335 ms | 3 - 217 MB | NPU
134
+ | encode_value | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 11.913 ms | 3 - 6 MB | NPU
135
+ | encode_value | TFLITE | float | Qualcomm® SA8775P | 17.044 ms | 3 - 215 MB | NPU
136
+ | encode_value | TFLITE | float | Qualcomm® SA8650P | 17.044 ms | 3 - 215 MB | NPU
137
+ | encode_value | TFLITE | float | Qualcomm® SA8255P | 17.044 ms | 3 - 215 MB | NPU
138
+ | encode_value | TFLITE | float | Qualcomm® QCS8450 | 21.33 ms | 3 - 291 MB | NPU
139
+ | encode_value | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 17.674 ms | 0 - 55 MB | NPU
140
+ | encode_value | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 6.836 ms | 6 - 216 MB | NPU
141
+ | encode_value | TFLITE | float | Qualcomm® SA7255P | 51.335 ms | 3 - 217 MB | NPU
142
+ | encode_value | TFLITE | float | Snapdragon® 8 Elite Mobile | 6.836 ms | 6 - 216 MB | NPU
143
+ | encode_value | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.352 ms | 3 - 203 MB | NPU
144
+ | segment | ONNX | float | Snapdragon® X2 Elite | 11.678 ms | 21 - 21 MB | NPU
145
+ | segment | ONNX | float | Snapdragon® X Elite | 23.179 ms | 38 - 38 MB | NPU
146
+ | segment | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 17.395 ms | 0 - 242 MB | NPU
147
+ | segment | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 43.171 ms | 16 - 246 MB | NPU
148
+ | segment | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 35.77 ms | 21 - 46 MB | NPU
149
+ | segment | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 23.215 ms | 0 - 45 MB | NPU
150
+ | segment | ONNX | float | Qualcomm® QCS8450 | 43.171 ms | 16 - 246 MB | NPU
151
+ | segment | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 34.47 ms | 21 - 45 MB | NPU
152
+ | segment | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 23.179 ms | 38 - 38 MB | NPU
153
+ | segment | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 13.384 ms | 5 - 213 MB | NPU
154
+ | segment | ONNX | float | Snapdragon® 8 Elite Mobile | 13.384 ms | 5 - 213 MB | NPU
155
+ | segment | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.83 ms | 3 - 215 MB | NPU
156
+ | segment | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 17.44 ms | 2 - 289 MB | NPU
157
+ | segment | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 42.288 ms | 2 - 293 MB | NPU
158
+ | segment | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 35.509 ms | 0 - 83 MB | NPU
159
+ | segment | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 103.383 ms | 2 - 194 MB | NPU
160
+ | segment | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 23.496 ms | 2 - 4 MB | NPU
161
+ | segment | TFLITE | float | Qualcomm® SA8775P | 33.33 ms | 2 - 194 MB | NPU
162
+ | segment | TFLITE | float | Qualcomm® SA8650P | 33.33 ms | 2 - 194 MB | NPU
163
+ | segment | TFLITE | float | Qualcomm® SA8255P | 33.33 ms | 2 - 194 MB | NPU
164
+ | segment | TFLITE | float | Qualcomm® QCS8450 | 42.288 ms | 2 - 293 MB | NPU
165
+ | segment | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 33.716 ms | 0 - 83 MB | NPU
166
+ | segment | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 13.144 ms | 0 - 195 MB | NPU
167
+ | segment | TFLITE | float | Qualcomm® SA7255P | 103.383 ms | 2 - 194 MB | NPU
168
+ | segment | TFLITE | float | Snapdragon® 8 Elite Mobile | 13.144 ms | 0 - 195 MB | NPU
169
+ | segment | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.578 ms | 2 - 200 MB | NPU
170
 
171
  ## License
172
  * The license for the original implementation of Track-Anything can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.59.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -8,13 +8,13 @@
8
  "qairt": "2.45.0.260326154327",
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/v0.59.0/track_anything-onnx-float.zip"
12
  },
13
  "tflite": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/track_anything/releases/v0.59.0/track_anything-tflite-float.zip"
18
  }
19
  }
20
  }
 
1
  {
2
+ "version": "0.60.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
8
  "qairt": "2.45.0.260326154327",
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/v0.60.0/track_anything-onnx-float.zip"
12
  },
13
  "tflite": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/track_anything/releases/v0.60.0/track_anything-tflite-float.zip"
18
  }
19
  }
20
  }