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Depth-Anything

Depth Estimation
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v0.63.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.63.0 for changelog.

Files changed (2) hide show
  1. README.md +79 -79
  2. release_assets.json +11 -11
README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: depth-estimation
14
  Depth Anything is designed for estimating depth at each point in an image.
15
 
16
  This is based on the implementation of Depth-Anything found [here](https://github.com/huggingface/transformers/tree/main/src/transformers/models/depth_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/v0.62.2/src/qai_hub_models/models/depth_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
 
@@ -27,25 +27,25 @@ 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/depth_anything/releases/v0.62.2/depth_anything-onnx-float.zip)
31
- | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything/releases/v0.62.2/depth_anything-onnx-w8a16.zip)
32
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything/releases/v0.62.2/depth_anything-qnn_dlc-float.zip)
33
- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything/releases/v0.62.2/depth_anything-qnn_dlc-w8a16.zip)
34
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything/releases/v0.62.2/depth_anything-tflite-float.zip)
35
 
36
  For more device-specific assets and performance metrics, visit **[Depth-Anything on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/depth_anything)**.
37
 
38
 
39
  ### Option 2: Export with Custom Configurations
40
 
41
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.62.2/src/qai_hub_models/models/depth_anything) Python library to compile and export the model with your own:
42
  - Custom weights (e.g., fine-tuned checkpoints)
43
  - Custom input shapes
44
  - Target device and runtime configurations
45
 
46
  This option is ideal if you need to customize the model beyond the default configuration provided here.
47
 
48
- See our repository for [Depth-Anything on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.62.2/src/qai_hub_models/models/depth_anything) for usage instructions.
49
 
50
  ## Model Details
51
 
@@ -60,79 +60,79 @@ See our repository for [Depth-Anything on GitHub](https://github.com/qualcomm/ai
60
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
- | Depth-Anything | ONNX | float | Snapdragon® X2 Elite | 19.031 ms | 5 - 5 MB | NPU
64
- | Depth-Anything | ONNX | float | Snapdragon® X Elite | 49.006 ms | 48 - 48 MB | NPU
65
- | Depth-Anything | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 35.744 ms | 0 - 472 MB | NPU
66
- | Depth-Anything | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 85.977 ms | 1 - 477 MB | NPU
67
- | Depth-Anything | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 56.745 ms | 3 - 9 MB | NPU
68
- | Depth-Anything | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 47.619 ms | 0 - 55 MB | NPU
69
- | Depth-Anything | ONNX | float | Qualcomm® QCS8450 | 85.977 ms | 1 - 477 MB | NPU
70
- | Depth-Anything | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 55.36 ms | 3 - 9 MB | NPU
71
- | Depth-Anything | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 49.006 ms | 48 - 48 MB | NPU
72
- | Depth-Anything | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 24.379 ms | 2 - 365 MB | NPU
73
- | Depth-Anything | ONNX | float | Snapdragon® 8 Elite Mobile | 24.379 ms | 2 - 365 MB | NPU
74
- | Depth-Anything | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 18.575 ms | 2 - 371 MB | NPU
75
- | Depth-Anything | ONNX | w8a16 | Snapdragon® X2 Elite | 12.197 ms | 4 - 4 MB | NPU
76
- | Depth-Anything | ONNX | w8a16 | Snapdragon® X Elite | 27.767 ms | 27 - 27 MB | NPU
77
- | Depth-Anything | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 19.06 ms | 3 - 511 MB | NPU
78
- | Depth-Anything | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 39.161 ms | 3 - 513 MB | NPU
79
- | Depth-Anything | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 107.401 ms | 2 - 5 MB | NPU
80
- | Depth-Anything | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 25.031 ms | 2 - 6 MB | NPU
81
- | Depth-Anything | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 27.113 ms | 0 - 33 MB | NPU
82
- | Depth-Anything | ONNX | w8a16 | Qualcomm® QCS8450 | 39.161 ms | 3 - 513 MB | NPU
83
- | Depth-Anything | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 27.454 ms | 2 - 5 MB | NPU
84
- | Depth-Anything | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 27.767 ms | 27 - 27 MB | NPU
85
- | Depth-Anything | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 301.619 ms | 0 - 641 MB | NPU
86
- | Depth-Anything | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 35.807 ms | 3 - 612 MB | NPU
87
- | Depth-Anything | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 14.089 ms | 3 - 421 MB | NPU
88
- | Depth-Anything | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 14.089 ms | 3 - 421 MB | NPU
89
- | Depth-Anything | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 11.556 ms | 1 - 427 MB | NPU
90
- | Depth-Anything | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 35.807 ms | 3 - 612 MB | NPU
91
- | Depth-Anything | QNN_DLC | float | Snapdragon® X2 Elite | 20.295 ms | 3 - 3 MB | NPU
92
- | Depth-Anything | QNN_DLC | float | Snapdragon® X Elite | 51.36 ms | 3 - 3 MB | NPU
93
- | Depth-Anything | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 38.671 ms | 3 - 513 MB | NPU
94
- | Depth-Anything | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 92.229 ms | 3 - 486 MB | NPU
95
- | Depth-Anything | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 57.423 ms | 3 - 10 MB | NPU
96
- | Depth-Anything | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 50.839 ms | 3 - 5 MB | NPU
97
- | Depth-Anything | QNN_DLC | float | Qualcomm® SA8775P | 56.63 ms | 1 - 371 MB | NPU
98
- | Depth-Anything | QNN_DLC | float | Qualcomm® SA8650P | 56.63 ms | 1 - 371 MB | NPU
99
- | Depth-Anything | QNN_DLC | float | Qualcomm® SA8255P | 56.63 ms | 1 - 371 MB | NPU
100
- | Depth-Anything | QNN_DLC | float | Qualcomm® QCS8450 | 92.229 ms | 3 - 486 MB | NPU
101
- | Depth-Anything | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 56.864 ms | 3 - 9 MB | NPU
102
- | Depth-Anything | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 51.36 ms | 3 - 3 MB | NPU
103
- | Depth-Anything | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 24.844 ms | 0 - 385 MB | NPU
104
- | Depth-Anything | QNN_DLC | float | Qualcomm® SA7255P | 142.268 ms | 1 - 389 MB | NPU
105
- | Depth-Anything | QNN_DLC | float | Qualcomm® SA8295P | 82.575 ms | 0 - 362 MB | NPU
106
- | Depth-Anything | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 24.844 ms | 0 - 385 MB | NPU
107
- | Depth-Anything | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 19.724 ms | 3 - 384 MB | NPU
108
- | Depth-Anything | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 70.63 ms | 2 - 2 MB | NPU
109
- | Depth-Anything | QNN_DLC | w8a16 | Snapdragon® X Elite | 137.648 ms | 2 - 2 MB | NPU
110
- | Depth-Anything | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 115.017 ms | 2 - 2299 MB | NPU
111
- | Depth-Anything | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 136.883 ms | 2 - 6 MB | NPU
112
- | Depth-Anything | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 142.324 ms | 2 - 4 MB | NPU
113
- | Depth-Anything | QNN_DLC | w8a16 | Qualcomm® SA8775P | 141.037 ms | 2 - 2000 MB | NPU
114
  | Depth-Anything | QNN_DLC | w8a16 | Qualcomm® SA8650P | 141.037 ms | 2 - 2000 MB | NPU
115
  | Depth-Anything | QNN_DLC | w8a16 | Qualcomm® SA8255P | 141.037 ms | 2 - 2000 MB | NPU
116
- | Depth-Anything | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 138.368 ms | 4 - 7 MB | NPU
117
- | Depth-Anything | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 137.648 ms | 2 - 2 MB | NPU
118
- | Depth-Anything | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 93.377 ms | 2 - 2014 MB | NPU
119
- | Depth-Anything | QNN_DLC | w8a16 | Qualcomm® SA7255P | 260.369 ms | 2 - 2001 MB | NPU
120
- | Depth-Anything | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 93.377 ms | 2 - 2014 MB | NPU
121
- | Depth-Anything | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 81.444 ms | 2 - 2014 MB | NPU
122
- | Depth-Anything | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 38.91 ms | 1 - 519 MB | NPU
123
- | Depth-Anything | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 92.454 ms | 2 - 489 MB | NPU
124
- | Depth-Anything | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 57.569 ms | 1 - 58 MB | NPU
125
- | Depth-Anything | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 50.583 ms | 1 - 7 MB | NPU
126
- | Depth-Anything | TFLITE | float | Qualcomm® SA8775P | 56.992 ms | 0 - 393 MB | NPU
127
- | Depth-Anything | TFLITE | float | Qualcomm® SA8650P | 56.992 ms | 0 - 393 MB | NPU
128
- | Depth-Anything | TFLITE | float | Qualcomm® SA8255P | 56.992 ms | 0 - 393 MB | NPU
129
- | Depth-Anything | TFLITE | float | Qualcomm® QCS8450 | 92.454 ms | 2 - 489 MB | NPU
130
- | Depth-Anything | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 56.887 ms | 1 - 57 MB | NPU
131
- | Depth-Anything | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 24.663 ms | 0 - 395 MB | NPU
132
- | Depth-Anything | TFLITE | float | Qualcomm® SA7255P | 142.397 ms | 1 - 396 MB | NPU
133
- | Depth-Anything | TFLITE | float | Qualcomm® SA8295P | 82.525 ms | 1 - 369 MB | NPU
134
- | Depth-Anything | TFLITE | float | Snapdragon® 8 Elite Mobile | 24.663 ms | 0 - 395 MB | NPU
135
- | Depth-Anything | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 19.806 ms | 0 - 391 MB | NPU
136
 
137
  ## License
138
  * The license for the original implementation of Depth-Anything can be found
 
14
  Depth Anything is designed for estimating depth at each point in an image.
15
 
16
  This is based on the implementation of Depth-Anything found [here](https://github.com/huggingface/transformers/tree/main/src/transformers/models/depth_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/depth_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 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything/releases/v0.63.0/depth_anything-onnx-float.zip)
31
+ | ONNX | w8a16 | Universal | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything/releases/v0.63.0/depth_anything-onnx-w8a16.zip)
32
+ | QNN_DLC | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything/releases/v0.63.0/depth_anything-qnn_dlc-float.zip)
33
+ | QNN_DLC | w8a16 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything/releases/v0.63.0/depth_anything-qnn_dlc-w8a16.zip)
34
+ | TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything/releases/v0.63.0/depth_anything-tflite-float.zip)
35
 
36
  For more device-specific assets and performance metrics, visit **[Depth-Anything on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/depth_anything)**.
37
 
38
 
39
  ### Option 2: Export with Custom Configurations
40
 
41
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/depth_anything) Python library to compile and export the model with your own:
42
  - Custom weights (e.g., fine-tuned checkpoints)
43
  - Custom input shapes
44
  - Target device and runtime configurations
45
 
46
  This option is ideal if you need to customize the model beyond the default configuration provided here.
47
 
48
+ See our repository for [Depth-Anything on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/depth_anything) for usage instructions.
49
 
50
  ## Model Details
51
 
 
60
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
+ | Depth-Anything | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 18.088 ms | 2 - 368 MB | NPU
64
+ | Depth-Anything | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 19.021 ms | 2 - 358 MB | NPU
65
+ | Depth-Anything | ONNX | float | Snapdragon® X2 Elite | 16.642 ms | 5 - 5 MB | NPU
66
+ | Depth-Anything | ONNX | float | Snapdragon® X Elite | 41.208 ms | 48 - 48 MB | NPU
67
+ | Depth-Anything | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 28.118 ms | 0 - 466 MB | NPU
68
+ | Depth-Anything | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 64.281 ms | 6 - 476 MB | NPU
69
+ | Depth-Anything | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 45.597 ms | 3 - 10 MB | NPU
70
+ | Depth-Anything | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 39.519 ms | 4 - 7 MB | NPU
71
+ | Depth-Anything | ONNX | float | Qualcomm® QCS8450 | 64.281 ms | 6 - 476 MB | NPU
72
+ | Depth-Anything | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 45.801 ms | 3 - 9 MB | NPU
73
+ | Depth-Anything | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 41.208 ms | 48 - 48 MB | NPU
74
+ | Depth-Anything | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 19.021 ms | 2 - 358 MB | NPU
75
+ | Depth-Anything | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 10.544 ms | 1 - 411 MB | NPU
76
+ | Depth-Anything | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 13.002 ms | 3 - 405 MB | NPU
77
+ | Depth-Anything | ONNX | w8a16 | Snapdragon® X2 Elite | 10.776 ms | 4 - 4 MB | NPU
78
+ | Depth-Anything | ONNX | w8a16 | Snapdragon® X Elite | 26.016 ms | 27 - 27 MB | NPU
79
+ | Depth-Anything | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 17.957 ms | 3 - 499 MB | NPU
80
+ | Depth-Anything | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 32.012 ms | 3 - 502 MB | NPU
81
+ | Depth-Anything | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 85.683 ms | 2 - 5 MB | NPU
82
+ | Depth-Anything | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 23.472 ms | 2 - 6 MB | NPU
83
+ | Depth-Anything | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 25.365 ms | 0 - 34 MB | NPU
84
+ | Depth-Anything | ONNX | w8a16 | Qualcomm® QCS8450 | 32.012 ms | 3 - 502 MB | NPU
85
+ | Depth-Anything | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 25.905 ms | 2 - 5 MB | NPU
86
+ | Depth-Anything | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 26.016 ms | 27 - 27 MB | NPU
87
+ | Depth-Anything | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 211.16 ms | 0 - 537 MB | NPU
88
+ | Depth-Anything | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 34.451 ms | 3 - 464 MB | NPU
89
+ | Depth-Anything | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 13.002 ms | 3 - 405 MB | NPU
90
+ | Depth-Anything | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 34.451 ms | 3 - 464 MB | NPU
91
+ | Depth-Anything | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 16.64 ms | 3 - 372 MB | NPU
92
+ | Depth-Anything | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 21.594 ms | 3 - 362 MB | NPU
93
+ | Depth-Anything | QNN_DLC | float | Snapdragon® X2 Elite | 17.672 ms | 3 - 3 MB | NPU
94
+ | Depth-Anything | QNN_DLC | float | Snapdragon® X Elite | 44.598 ms | 3 - 3 MB | NPU
95
+ | Depth-Anything | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 30.58 ms | 0 - 462 MB | NPU
96
+ | Depth-Anything | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 69.603 ms | 2 - 467 MB | NPU
97
+ | Depth-Anything | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 48.749 ms | 3 - 10 MB | NPU
98
+ | Depth-Anything | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 42.703 ms | 3 - 368 MB | NPU
99
+ | Depth-Anything | QNN_DLC | float | Qualcomm® SA8775P | 48.097 ms | 0 - 351 MB | NPU
100
+ | Depth-Anything | QNN_DLC | float | Qualcomm® SA8650P | 48.097 ms | 0 - 351 MB | NPU
101
+ | Depth-Anything | QNN_DLC | float | Qualcomm® SA8255P | 48.097 ms | 0 - 351 MB | NPU
102
+ | Depth-Anything | QNN_DLC | float | Qualcomm® QCS8450 | 69.603 ms | 2 - 467 MB | NPU
103
+ | Depth-Anything | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 48.546 ms | 5 - 11 MB | NPU
104
+ | Depth-Anything | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 44.598 ms | 3 - 3 MB | NPU
105
+ | Depth-Anything | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 21.594 ms | 3 - 362 MB | NPU
106
+ | Depth-Anything | QNN_DLC | float | Qualcomm® SA8295P | 67.789 ms | 0 - 351 MB | NPU
107
+ | Depth-Anything | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 12.484 ms | 2 - 401 MB | NPU
108
+ | Depth-Anything | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 15.367 ms | 1 - 393 MB | NPU
109
+ | Depth-Anything | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 13.295 ms | 2 - 2 MB | NPU
110
+ | Depth-Anything | QNN_DLC | w8a16 | Snapdragon® X Elite | 31.443 ms | 2 - 2 MB | NPU
111
+ | Depth-Anything | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 21.394 ms | 2 - 476 MB | NPU
112
+ | Depth-Anything | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 30.609 ms | 1 - 6 MB | NPU
113
+ | Depth-Anything | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 30.062 ms | 2 - 3 MB | NPU
114
  | Depth-Anything | QNN_DLC | w8a16 | Qualcomm® SA8650P | 141.037 ms | 2 - 2000 MB | NPU
115
  | Depth-Anything | QNN_DLC | w8a16 | Qualcomm® SA8255P | 141.037 ms | 2 - 2000 MB | NPU
116
+ | Depth-Anything | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 30.603 ms | 3 - 7 MB | NPU
117
+ | Depth-Anything | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 31.443 ms | 2 - 2 MB | NPU
118
+ | Depth-Anything | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 310.259 ms | 2 - 531 MB | NPU
119
+ | Depth-Anything | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 45.891 ms | 2 - 439 MB | NPU
120
+ | Depth-Anything | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 15.367 ms | 1 - 393 MB | NPU
121
+ | Depth-Anything | QNN_DLC | w8a16 | Qualcomm® SA7255P | 62.011 ms | 2 - 391 MB | NPU
122
+ | Depth-Anything | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 45.891 ms | 2 - 439 MB | NPU
123
+ | Depth-Anything | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 16.748 ms | 0 - 378 MB | NPU
124
+ | Depth-Anything | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 21.573 ms | 0 - 366 MB | NPU
125
+ | Depth-Anything | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 30.687 ms | 27 - 497 MB | NPU
126
+ | Depth-Anything | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 69.874 ms | 1 - 469 MB | NPU
127
+ | Depth-Anything | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 48.931 ms | 1 - 58 MB | NPU
128
+ | Depth-Anything | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 42.383 ms | 1 - 12 MB | NPU
129
+ | Depth-Anything | TFLITE | float | Qualcomm® SA8775P | 48.133 ms | 1 - 362 MB | NPU
130
+ | Depth-Anything | TFLITE | float | Qualcomm® SA8650P | 48.133 ms | 1 - 362 MB | NPU
131
+ | Depth-Anything | TFLITE | float | Qualcomm® SA8255P | 48.133 ms | 1 - 362 MB | NPU
132
+ | Depth-Anything | TFLITE | float | Qualcomm® QCS8450 | 69.874 ms | 1 - 469 MB | NPU
133
+ | Depth-Anything | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 48.791 ms | 1 - 58 MB | NPU
134
+ | Depth-Anything | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 21.573 ms | 0 - 366 MB | NPU
135
+ | Depth-Anything | TFLITE | float | Qualcomm® SA8295P | 67.796 ms | 1 - 359 MB | NPU
136
 
137
  ## License
138
  * The license for the original implementation of Depth-Anything can be found
release_assets.json CHANGED
@@ -1,26 +1,26 @@
1
  {
2
- "version": "0.62.2",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "onnx": {
7
  "tool_versions": {
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/depth_anything/releases/v0.62.2/depth_anything-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
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/depth_anything/releases/v0.62.2/depth_anything-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
- "qairt": "2.45.0.260326154327"
22
  },
23
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything/releases/v0.62.2/depth_anything-tflite-float.zip"
24
  }
25
  }
26
  },
@@ -28,16 +28,16 @@
28
  "universal_assets": {
29
  "onnx": {
30
  "tool_versions": {
31
- "qairt": "2.45.0.260326154327",
32
  "onnx_runtime": "1.27.1"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything/releases/v0.62.2/depth_anything-onnx-w8a16.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
- "qairt": "2.45.0.260326154327"
39
  },
40
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything/releases/v0.62.2/depth_anything-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  }
 
1
  {
2
+ "version": "0.63.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "onnx": {
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  "tool_versions": {
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+ "qairt": "2.50.0.260828221209",
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  "onnx_runtime": "1.27.1"
10
  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything/releases/v0.63.0/depth_anything-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
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/depth_anything/releases/v0.63.0/depth_anything-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
+ "qairt": "2.50.0.260828221209"
22
  },
23
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything/releases/v0.63.0/depth_anything-tflite-float.zip"
24
  }
25
  }
26
  },
 
28
  "universal_assets": {
29
  "onnx": {
30
  "tool_versions": {
31
+ "qairt": "2.50.0.260828221209",
32
  "onnx_runtime": "1.27.1"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything/releases/v0.63.0/depth_anything-onnx-w8a16.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
+ "qairt": "2.50.0.260828221209"
39
  },
40
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything/releases/v0.63.0/depth_anything-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  }