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Depth-Anything-V3

Depth Estimation
PyTorch
android
Model card Files
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v0.50.2

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

Files changed (2) hide show
  1. README.md +31 -32
  2. release_assets.json +1 -1
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 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v3/releases/v0.50.1/depth_anything_v3-onnx-float.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v3/releases/v0.50.1/depth_anything_v3-qnn_dlc-float.zip)
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- | 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_v3/releases/v0.50.1/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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@@ -58,35 +58,34 @@ See our repository for [Depth-Anything-V3 on GitHub](https://github.com/qualcomm
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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- | Depth-Anything-V3 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 34.313 ms | 5 - 601 MB | NPU
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- | Depth-Anything-V3 | ONNX | float | Snapdragon® X2 Elite | 35.56 ms | 71 - 71 MB | NPU
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- | Depth-Anything-V3 | ONNX | float | Snapdragon® X Elite | 75.07 ms | 70 - 70 MB | NPU
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- | Depth-Anything-V3 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 59.025 ms | 1 - 755 MB | NPU
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- | Depth-Anything-V3 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 74.002 ms | 0 - 80 MB | NPU
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- | Depth-Anything-V3 | ONNX | float | Qualcomm® QCS9075 | 104.563 ms | 3 - 9 MB | NPU
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- | Depth-Anything-V3 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 39.529 ms | 2 - 562 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 34.249 ms | 3 - 596 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® X2 Elite | 35.621 ms | 3 - 3 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® X Elite | 78.247 ms | 3 - 3 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 54.645 ms | 2 - 743 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 177.731 ms | 0 - 561 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 76.66 ms | 3 - 6 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® SA8775P | 82.39 ms | 1 - 564 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® QCS9075 | 107.182 ms | 3 - 9 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 134.58 ms | 3 - 772 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® SA7255P | 177.731 ms | 0 - 561 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® SA8295P | 121.077 ms | 3 - 571 MB | NPU
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- | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 40.642 ms | 3 - 584 MB | NPU
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- | Depth-Anything-V3 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 30.766 ms | 1 - 549 MB | NPU
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- | Depth-Anything-V3 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 48.423 ms | 1 - 691 MB | NPU
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- | Depth-Anything-V3 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 164.442 ms | 0 - 529 MB | NPU
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- | Depth-Anything-V3 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 67.175 ms | 1 - 5 MB | NPU
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- | Depth-Anything-V3 | TFLITE | float | Qualcomm® SA8775P | 73.663 ms | 1 - 531 MB | NPU
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- | Depth-Anything-V3 | TFLITE | float | Qualcomm® QCS9075 | 86.491 ms | 1 - 82 MB | NPU
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- | Depth-Anything-V3 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 103.313 ms | 0 - 691 MB | NPU
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- | Depth-Anything-V3 | TFLITE | float | Qualcomm® SA7255P | 164.442 ms | 0 - 529 MB | NPU
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- | Depth-Anything-V3 | TFLITE | float | Qualcomm® SA8295P | 97.772 ms | 1 - 521 MB | NPU
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- | Depth-Anything-V3 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 34.571 ms | 0 - 535 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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  |---|---|---|---|---|
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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/v0.50.2/depth_anything_v3-onnx-float.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v3/releases/v0.50.2/depth_anything_v3-qnn_dlc-float.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v3/releases/v0.50.2/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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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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+ | Depth-Anything-V3 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 35.095 ms | 5 - 604 MB | NPU
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+ | Depth-Anything-V3 | ONNX | float | Snapdragon® X2 Elite | 35.37 ms | 71 - 71 MB | NPU
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+ | Depth-Anything-V3 | ONNX | float | Snapdragon® X Elite | 75.211 ms | 70 - 70 MB | NPU
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+ | Depth-Anything-V3 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 58.779 ms | 1 - 773 MB | NPU
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+ | Depth-Anything-V3 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 73.946 ms | 0 - 88 MB | NPU
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+ | Depth-Anything-V3 | ONNX | float | Qualcomm® QCS9075 | 104.259 ms | 4 - 10 MB | NPU
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+ | Depth-Anything-V3 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 39.306 ms | 2 - 602 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 35.048 ms | 3 - 638 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® X2 Elite | 36.987 ms | 3 - 3 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® X Elite | 79.103 ms | 3 - 3 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 55.367 ms | 2 - 778 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 179.461 ms | 1 - 567 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 76.641 ms | 3 - 5 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® SA8775P | 83.659 ms | 1 - 576 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® QCS9075 | 108.671 ms | 3 - 9 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 129.818 ms | 3 - 814 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® SA7255P | 179.461 ms | 1 - 567 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Qualcomm® SA8295P | 119.884 ms | 0 - 594 MB | NPU
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+ | Depth-Anything-V3 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 41.033 ms | 0 - 602 MB | NPU
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+ | Depth-Anything-V3 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 30.777 ms | 1 - 550 MB | NPU
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+ | Depth-Anything-V3 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 48.516 ms | 1 - 694 MB | NPU
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+ | Depth-Anything-V3 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 164.563 ms | 1 - 530 MB | NPU
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+ | Depth-Anything-V3 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 67.342 ms | 1 - 5 MB | NPU
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+ | Depth-Anything-V3 | TFLITE | float | Qualcomm® SA8775P | 73.594 ms | 1 - 531 MB | NPU
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+ | Depth-Anything-V3 | TFLITE | float | Qualcomm® QCS9075 | 86.358 ms | 1 - 82 MB | NPU
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+ | Depth-Anything-V3 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 103.493 ms | 1 - 697 MB | NPU
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+ | Depth-Anything-V3 | TFLITE | float | Qualcomm® SA7255P | 164.563 ms | 1 - 530 MB | NPU
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+ | Depth-Anything-V3 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 34.666 ms | 1 - 550 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 +1 @@
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- {"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_v3/releases/v0.50.1/depth_anything_v3-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_v3/releases/v0.50.1/depth_anything_v3-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_v3/releases/v0.50.1/depth_anything_v3-onnx-float.zip"}}}}}
 
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+ {"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_v3/releases/v0.50.2/depth_anything_v3-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_v3/releases/v0.50.2/depth_anything_v3-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/depth_anything_v3/releases/v0.50.2/depth_anything_v3-tflite-float.zip"}}}}}