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Depth-Anything-V3

Depth Estimation
PyTorch
android
Model card Files
xet
 Community
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v0.54.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.54.0 for changelog.

Files changed (2) hide show
  1. README.md +21 -23
  2. release_assets.json +4 -4
README.md CHANGED
@@ -27,9 +27,9 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | 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_v3/releases/v0.53.1/depth_anything_v3-onnx-float.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v3/releases/v0.53.1/depth_anything_v3-qnn_dlc-float.zip)
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- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v3/releases/v0.53.1/depth_anything_v3-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[Depth-Anything-V3 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/depth_anything_v3)**.
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@@ -65,37 +65,35 @@ See our repository for [Depth-Anything-V3 on GitHub](https://github.com/qualcomm
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  | Depth-Anything-V3 | ONNX | float | Snapdragon® X Elite | 65.531 ms | 70 - 70 MB | NPU
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  | Depth-Anything-V3 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 47.208 ms | 5 - 747 MB | NPU
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  | Depth-Anything-V3 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 64.175 ms | 0 - 82 MB | NPU
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- | Depth-Anything-V3 | ONNX | float | Qualcomm® QCS9075 | 83.902 ms | 4 - 10 MB | NPU
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  | Depth-Anything-V3 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 33.926 ms | 2 - 594 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 33.163 ms | 3 - 526 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 43.239 ms | 0 - 499 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® X2 Elite | 34.308 ms | 3 - 3 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® X Elite | 78.518 ms | 3 - 3 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® X Elite | 78.518 ms | 3 - 3 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 59.084 ms | 1 - 649 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 185.278 ms | 1 - 494 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 78.537 ms | 3 - 6 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® SA8775P | 84.759 ms | 1 - 494 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® SA8775P | 84.759 ms | 1 - 494 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® SA8775P | 84.759 ms | 1 - 494 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® QCS9075 | 99.165 ms | 3 - 9 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 150.785 ms | 3 - 677 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® SA7255P | 185.278 ms | 1 - 494 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® SA8295P | 119.315 ms | 3 - 502 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 43.239 ms | 0 - 499 MB | NPU
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  | Depth-Anything-V3 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 31.14 ms | 1 - 486 MB | NPU
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  | Depth-Anything-V3 | TFLITE | float | Snapdragon® 8 Elite Mobile | 38.792 ms | 1 - 479 MB | NPU
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  | Depth-Anything-V3 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 55.192 ms | 1 - 614 MB | NPU
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- | Depth-Anything-V3 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 184.468 ms | 1 - 473 MB | NPU
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  | Depth-Anything-V3 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 76.946 ms | 1 - 11 MB | NPU
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  | Depth-Anything-V3 | TFLITE | float | Qualcomm® SA8775P | 83.483 ms | 2 - 474 MB | NPU
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  | Depth-Anything-V3 | TFLITE | float | Qualcomm® SA8775P | 83.483 ms | 2 - 474 MB | NPU
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  | Depth-Anything-V3 | TFLITE | float | Qualcomm® SA8775P | 83.483 ms | 2 - 474 MB | NPU
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- | Depth-Anything-V3 | TFLITE | float | Qualcomm® QCS9075 | 96.666 ms | 1 - 81 MB | NPU
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- | Depth-Anything-V3 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 122.051 ms | 1 - 621 MB | NPU
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  | Depth-Anything-V3 | TFLITE | float | Qualcomm® SA7255P | 184.468 ms | 1 - 473 MB | NPU
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  | Depth-Anything-V3 | TFLITE | float | Qualcomm® SA8295P | 105.55 ms | 0 - 471 MB | NPU
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  | Depth-Anything-V3 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 38.792 ms | 1 - 479 MB | NPU
 
 
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  ## License
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  * The license for the original implementation of Depth-Anything-V3 can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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_v3/releases/v0.54.0/depth_anything_v3-onnx-float.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v3/releases/v0.54.0/depth_anything_v3-qnn_dlc-float.zip)
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+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v3/releases/v0.54.0/depth_anything_v3-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[Depth-Anything-V3 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/depth_anything_v3)**.
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65
  | Depth-Anything-V3 | ONNX | float | Snapdragon® X Elite | 65.531 ms | 70 - 70 MB | NPU
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  | Depth-Anything-V3 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 47.208 ms | 5 - 747 MB | NPU
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  | Depth-Anything-V3 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 64.175 ms | 0 - 82 MB | NPU
 
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  | Depth-Anything-V3 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 33.926 ms | 2 - 594 MB | NPU
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+ | Depth-Anything-V3 | ONNX | float | Qualcomm® QCS9075 | 83.902 ms | 4 - 10 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 32.758 ms | 3 - 525 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 43.064 ms | 0 - 500 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® X2 Elite | 34.298 ms | 3 - 3 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® X Elite | 78.832 ms | 3 - 3 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® X Elite | 78.832 ms | 3 - 3 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 58.769 ms | 3 - 652 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 79.341 ms | 3 - 629 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® SA8775P | 84.756 ms | 1 - 495 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® SA8775P | 84.756 ms | 1 - 495 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® SA8775P | 84.756 ms | 1 - 495 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® SA7255P | 185.344 ms | 0 - 494 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® SA8295P | 119.455 ms | 0 - 500 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 43.064 ms | 0 - 500 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® QCS9075 | 99.162 ms | 3 - 9 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 149.908 ms | 3 - 680 MB | NPU
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  | Depth-Anything-V3 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 31.14 ms | 1 - 486 MB | NPU
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  | Depth-Anything-V3 | TFLITE | float | Snapdragon® 8 Elite Mobile | 38.792 ms | 1 - 479 MB | NPU
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  | Depth-Anything-V3 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 55.192 ms | 1 - 614 MB | NPU
 
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  | Depth-Anything-V3 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 76.946 ms | 1 - 11 MB | NPU
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  | Depth-Anything-V3 | TFLITE | float | Qualcomm® SA8775P | 83.483 ms | 2 - 474 MB | NPU
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  | Depth-Anything-V3 | TFLITE | float | Qualcomm® SA8775P | 83.483 ms | 2 - 474 MB | NPU
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  | Depth-Anything-V3 | TFLITE | float | Qualcomm® SA8775P | 83.483 ms | 2 - 474 MB | NPU
 
 
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  | Depth-Anything-V3 | TFLITE | float | Qualcomm® SA7255P | 184.468 ms | 1 - 473 MB | NPU
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  | Depth-Anything-V3 | TFLITE | float | Qualcomm® SA8295P | 105.55 ms | 0 - 471 MB | NPU
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  | Depth-Anything-V3 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 38.792 ms | 1 - 479 MB | NPU
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+ | Depth-Anything-V3 | TFLITE | float | Qualcomm® QCS9075 | 96.666 ms | 1 - 81 MB | NPU
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+ | Depth-Anything-V3 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 122.051 ms | 1 - 621 MB | NPU
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  ## License
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  * The license for the original implementation of Depth-Anything-V3 can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
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  {
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- "version": "0.53.1",
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  "precisions": {
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  "float": {
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  "universal_assets": {
@@ -8,20 +8,20 @@
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v3/releases/v0.53.1/depth_anything_v3-tflite-float.zip"
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  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v3/releases/v0.53.1/depth_anything_v3-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v3/releases/v0.53.1/depth_anything_v3-onnx-float.zip"
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  }
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  }
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  }
 
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  {
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+ "version": "0.54.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
 
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.3"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v3/releases/v0.54.0/depth_anything_v3-tflite-float.zip"
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  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v3/releases/v0.54.0/depth_anything_v3-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v3/releases/v0.54.0/depth_anything_v3-onnx-float.zip"
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  }
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  }
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  }