Hugging Face's logo

qualcomm
/
Depth-Anything-V2

Depth Estimation
PyTorch
android
Model card Files
xet
 Community
1
qaihm-bot commited on
Commit
86224be
·
verified ·
1 Parent(s): 355aa57

v0.50.2

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.

Files changed (2) hide show
  1. README.md +21 -34
  2. release_assets.json +1 -1
README.md CHANGED
@@ -27,11 +27,8 @@ Below are pre-exported model assets ready for deployment.
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v2/releases/v0.50.1/depth_anything_v2-onnx-float.zip)
31
- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v2/releases/v0.50.1/depth_anything_v2-onnx-w8a16.zip)
32
- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v2/releases/v0.50.1/depth_anything_v2-qnn_dlc-float.zip)
33
- | QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v2/releases/v0.50.1/depth_anything_v2-qnn_dlc-w8a16.zip)
34
- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v2/releases/v0.50.1/depth_anything_v2-tflite-float.zip)
35
 
36
  For more device-specific assets and performance metrics, visit **[Depth-Anything-V2 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/depth_anything_v2)**.
37
 
@@ -60,35 +57,25 @@ See our repository for [Depth-Anything-V2 on GitHub](https://github.com/qualcomm
60
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
- | Depth-Anything-V2 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 34.932 ms | 5 - 660 MB | NPU
64
- | Depth-Anything-V2 | ONNX | float | Snapdragon® X2 Elite | 34.537 ms | 51 - 51 MB | NPU
65
- | Depth-Anything-V2 | ONNX | float | Snapdragon® X Elite | 79.524 ms | 50 - 50 MB | NPU
66
- | Depth-Anything-V2 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 55.754 ms | 0 - 860 MB | NPU
67
- | Depth-Anything-V2 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 76.517 ms | 0 - 55 MB | NPU
68
- | Depth-Anything-V2 | ONNX | float | Qualcomm® QCS9075 | 99.348 ms | 3 - 9 MB | NPU
69
- | Depth-Anything-V2 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 41.369 ms | 2 - 585 MB | NPU
70
- | Depth-Anything-V2 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 36.256 ms | 3 - 504 MB | NPU
71
- | Depth-Anything-V2 | QNN_DLC | float | Snapdragon® X2 Elite | 34.614 ms | 3 - 3 MB | NPU
72
- | Depth-Anything-V2 | QNN_DLC | float | Snapdragon® X Elite | 76.414 ms | 3 - 3 MB | NPU
73
- | Depth-Anything-V2 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 54.524 ms | 0 - 663 MB | NPU
74
- | Depth-Anything-V2 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 176.776 ms | 1 - 486 MB | NPU
75
- | Depth-Anything-V2 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 74.579 ms | 3 - 586 MB | NPU
76
- | Depth-Anything-V2 | QNN_DLC | float | Qualcomm® SA8775P | 80.893 ms | 1 - 496 MB | NPU
77
- | Depth-Anything-V2 | QNN_DLC | float | Qualcomm® QCS9075 | 96.744 ms | 3 - 9 MB | NPU
78
- | Depth-Anything-V2 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 115.335 ms | 1 - 602 MB | NPU
79
- | Depth-Anything-V2 | QNN_DLC | float | Qualcomm® SA7255P | 176.776 ms | 1 - 486 MB | NPU
80
- | Depth-Anything-V2 | QNN_DLC | float | Qualcomm® SA8295P | 106.18 ms | 0 - 484 MB | NPU
81
- | Depth-Anything-V2 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 40.889 ms | 3 - 495 MB | NPU
82
- | Depth-Anything-V2 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 31.362 ms | 1 - 466 MB | NPU
83
- | Depth-Anything-V2 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 50.93 ms | 1 - 597 MB | NPU
84
- | Depth-Anything-V2 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 173.774 ms | 1 - 445 MB | NPU
85
- | Depth-Anything-V2 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 72.51 ms | 1 - 13 MB | NPU
86
- | Depth-Anything-V2 | TFLITE | float | Qualcomm® SA8775P | 79.064 ms | 1 - 445 MB | NPU
87
- | Depth-Anything-V2 | TFLITE | float | Qualcomm® QCS9075 | 89.585 ms | 1 - 58 MB | NPU
88
- | Depth-Anything-V2 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 105.734 ms | 1 - 583 MB | NPU
89
- | Depth-Anything-V2 | TFLITE | float | Qualcomm® SA7255P | 173.774 ms | 1 - 445 MB | NPU
90
- | Depth-Anything-V2 | TFLITE | float | Qualcomm® SA8295P | 100.238 ms | 1 - 471 MB | NPU
91
- | Depth-Anything-V2 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 35.332 ms | 1 - 458 MB | NPU
92
 
93
  ## License
94
  * The license for the original implementation of Depth-Anything-V2 can be found
 
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v2/releases/v0.50.2/depth_anything_v2-onnx-float.zip)
31
+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v2/releases/v0.50.2/depth_anything_v2-qnn_dlc-float.zip)
 
 
 
32
 
33
  For more device-specific assets and performance metrics, visit **[Depth-Anything-V2 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/depth_anything_v2)**.
34
 
 
57
  ## Performance Summary
58
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
59
  |---|---|---|---|---|---|---
60
+ | Depth-Anything-V2 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 22.395 ms | 5 - 833 MB | NPU
61
+ | Depth-Anything-V2 | ONNX | float | Snapdragon® X2 Elite | 23.307 ms | 51 - 51 MB | NPU
62
+ | Depth-Anything-V2 | ONNX | float | Snapdragon® X Elite | 56.886 ms | 50 - 50 MB | NPU
63
+ | Depth-Anything-V2 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 37.764 ms | 5 - 876 MB | NPU
64
+ | Depth-Anything-V2 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 54.391 ms | 0 - 68 MB | NPU
65
+ | Depth-Anything-V2 | ONNX | float | Qualcomm® QCS9075 | 71.179 ms | 3 - 9 MB | NPU
66
+ | Depth-Anything-V2 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 30.529 ms | 2 - 756 MB | NPU
67
+ | Depth-Anything-V2 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 20.204 ms | 3 - 492 MB | NPU
68
+ | Depth-Anything-V2 | QNN_DLC | float | Snapdragon® X2 Elite | 22.625 ms | 3 - 3 MB | NPU
69
+ | Depth-Anything-V2 | QNN_DLC | float | Snapdragon® X Elite | 55.53 ms | 3 - 3 MB | NPU
70
+ | Depth-Anything-V2 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 38.507 ms | 2 - 610 MB | NPU
71
+ | Depth-Anything-V2 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 144.009 ms | 1 - 467 MB | NPU
72
+ | Depth-Anything-V2 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 53.802 ms | 3 - 6 MB | NPU
73
+ | Depth-Anything-V2 | QNN_DLC | float | Qualcomm® SA8775P | 59.188 ms | 1 - 464 MB | NPU
74
+ | Depth-Anything-V2 | QNN_DLC | float | Qualcomm® QCS9075 | 76.017 ms | 3 - 9 MB | NPU
75
+ | Depth-Anything-V2 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 90.466 ms | 2 - 564 MB | NPU
76
+ | Depth-Anything-V2 | QNN_DLC | float | Qualcomm® SA7255P | 144.009 ms | 1 - 467 MB | NPU
77
+ | Depth-Anything-V2 | QNN_DLC | float | Qualcomm® SA8295P | 81.351 ms | 0 - 455 MB | NPU
78
+ | Depth-Anything-V2 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 26.81 ms | 0 - 469 MB | NPU
 
 
 
 
 
 
 
 
 
 
79
 
80
  ## License
81
  * The license for the original implementation of Depth-Anything-V2 can be found
release_assets.json CHANGED
@@ -1 +1 @@
1
- {"version":"0.50.1","precisions":{"float":{"universal_assets":{"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v2/releases/v0.50.1/depth_anything_v2-tflite-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v2/releases/v0.50.1/depth_anything_v2-qnn_dlc-float.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v2/releases/v0.50.1/depth_anything_v2-onnx-float.zip"}}},"w8a16":{"universal_assets":{"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v2/releases/v0.50.1/depth_anything_v2-qnn_dlc-w8a16.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v2/releases/v0.50.1/depth_anything_v2-onnx-w8a16.zip"}}}}}
 
1
+ {"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v2/releases/v0.50.2/depth_anything_v2-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v2/releases/v0.50.2/depth_anything_v2-qnn_dlc-float.zip"}}}}}