v0.53.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.
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README.md
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| Runtime | Precision | Chipset | SDK Versions | Download |
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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/releases/v0.
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| ONNX | w8a16 | 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/releases/v0.
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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/releases/v0.
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| 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.
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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/releases/v0.
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For more device-specific assets and performance metrics, visit **[Depth-Anything on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/depth_anything)**.
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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 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile |
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| Depth-Anything | ONNX | float | Snapdragon®
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| Depth-Anything | ONNX | float | Snapdragon®
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| Depth-Anything | ONNX | float | Snapdragon®
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| Depth-Anything | ONNX | float |
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| Depth-Anything | ONNX | w8a16 | Snapdragon®
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| Depth-Anything | ONNX | w8a16 | Snapdragon® 8
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| Depth-Anything | ONNX | w8a16 |
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| Depth-Anything | ONNX | w8a16 |
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| Depth-Anything | ONNX | w8a16 |
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| Depth-Anything |
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| Depth-Anything | QNN_DLC | float |
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| Depth-Anything | QNN_DLC | float |
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| Depth-Anything | QNN_DLC | float |
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| Depth-Anything | QNN_DLC | float |
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| Depth-Anything | QNN_DLC | float |
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| Depth-Anything | QNN_DLC | float |
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| Depth-Anything | QNN_DLC | float |
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| Depth-Anything | QNN_DLC |
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| Depth-Anything | QNN_DLC |
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| Depth-Anything | QNN_DLC |
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| Depth-Anything | QNN_DLC |
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| Depth-Anything | QNN_DLC |
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| Depth-Anything | QNN_DLC |
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| Depth-Anything | QNN_DLC |
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| Depth-Anything | QNN_DLC |
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| Depth-Anything | QNN_DLC |
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| Depth-Anything | QNN_DLC | w8a16 | Snapdragon® 8 Elite
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## License
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* The license for the original implementation of Depth-Anything 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/releases/v0.53.0/depth_anything-onnx-float.zip)
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| ONNX | w8a16 | 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/releases/v0.53.0/depth_anything-onnx-w8a16.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/releases/v0.53.0/depth_anything-qnn_dlc-float.zip)
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| 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/v0.53.0/depth_anything-qnn_dlc-w8a16.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/releases/v0.53.0/depth_anything-tflite-float.zip)
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For more device-specific assets and performance metrics, visit **[Depth-Anything on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/depth_anything)**.
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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 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 18.383 ms | 1 - 416 MB | NPU
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| Depth-Anything | ONNX | float | Snapdragon® 8 Elite Mobile | 22.849 ms | 3 - 405 MB | NPU
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| Depth-Anything | ONNX | float | Snapdragon® X2 Elite | 18.672 ms | 48 - 48 MB | NPU
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| Depth-Anything | ONNX | float | Snapdragon® X Elite | 45.086 ms | 47 - 47 MB | NPU
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| Depth-Anything | ONNX | float | Snapdragon® X Elite | 45.086 ms | 47 - 47 MB | NPU
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| Depth-Anything | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 31.93 ms | 0 - 583 MB | NPU
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| Depth-Anything | ONNX | float | Qualcomm® QCS8550 (Proxy) | 43.832 ms | 0 - 75 MB | NPU
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| Depth-Anything | ONNX | float | Qualcomm® QCS9075 | 54.875 ms | 3 - 9 MB | NPU
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| Depth-Anything | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 22.849 ms | 3 - 405 MB | NPU
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| Depth-Anything | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 23.198 ms | 3 - 489 MB | NPU
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| Depth-Anything | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 26.251 ms | 3 - 482 MB | NPU
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| Depth-Anything | ONNX | w8a16 | Snapdragon® X2 Elite | 24.136 ms | 28 - 28 MB | NPU
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| Depth-Anything | ONNX | w8a16 | Snapdragon® X Elite | 44.062 ms | 27 - 27 MB | NPU
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| Depth-Anything | ONNX | w8a16 | Snapdragon® X Elite | 44.062 ms | 27 - 27 MB | NPU
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| Depth-Anything | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 29.416 ms | 3 - 770 MB | NPU
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| Depth-Anything | ONNX | w8a16 | Qualcomm® QCS6490 | 3440.152 ms | 204 - 209 MB | CPU
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| Depth-Anything | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 42.267 ms | 0 - 34 MB | NPU
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| Depth-Anything | ONNX | w8a16 | Qualcomm® QCS9075 | 66.209 ms | 2 - 5 MB | NPU
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| Depth-Anything | ONNX | w8a16 | Qualcomm® QCM6690 | 1777.961 ms | 200 - 215 MB | CPU
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| Depth-Anything | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 26.251 ms | 3 - 482 MB | NPU
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| Depth-Anything | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1698.961 ms | 201 - 213 MB | CPU
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| Depth-Anything | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1698.961 ms | 201 - 213 MB | CPU
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| Depth-Anything | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 19.769 ms | 3 - 381 MB | NPU
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| Depth-Anything | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 24.876 ms | 0 - 384 MB | NPU
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| Depth-Anything | QNN_DLC | float | Snapdragon® X2 Elite | 20.241 ms | 3 - 3 MB | NPU
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| Depth-Anything | QNN_DLC | float | Snapdragon® X Elite | 51.188 ms | 3 - 3 MB | NPU
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| Depth-Anything | QNN_DLC | float | Snapdragon® X Elite | 51.188 ms | 3 - 3 MB | NPU
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| Depth-Anything | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 38.673 ms | 3 - 513 MB | NPU
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| Depth-Anything | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 142.191 ms | 0 - 387 MB | NPU
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| Depth-Anything | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 51.449 ms | 3 - 5 MB | NPU
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| Depth-Anything | QNN_DLC | float | Qualcomm® SA8775P | 56.617 ms | 1 - 371 MB | NPU
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| Depth-Anything | QNN_DLC | float | Qualcomm® SA8775P | 56.617 ms | 1 - 371 MB | NPU
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| Depth-Anything | QNN_DLC | float | Qualcomm® SA8775P | 56.617 ms | 1 - 371 MB | NPU
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| Depth-Anything | QNN_DLC | float | Qualcomm® QCS9075 | 62.288 ms | 3 - 9 MB | NPU
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| Depth-Anything | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 92.355 ms | 3 - 489 MB | NPU
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| Depth-Anything | QNN_DLC | float | Qualcomm® SA7255P | 142.191 ms | 0 - 387 MB | NPU
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| Depth-Anything | QNN_DLC | float | Qualcomm® SA8295P | 82.563 ms | 0 - 362 MB | NPU
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| Depth-Anything | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 24.876 ms | 0 - 384 MB | NPU
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| Depth-Anything | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 81.92 ms | 2 - 2004 MB | NPU
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| Depth-Anything | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 93.997 ms | 2 - 2009 MB | NPU
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| Depth-Anything | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 70.787 ms | 2 - 2 MB | NPU
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| Depth-Anything | QNN_DLC | w8a16 | Snapdragon® X Elite | 138.296 ms | 2 - 2 MB | NPU
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| Depth-Anything | QNN_DLC | w8a16 | Snapdragon® X Elite | 138.296 ms | 2 - 2 MB | NPU
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| Depth-Anything | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 115.18 ms | 0 - 2298 MB | NPU
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| Depth-Anything | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 266.457 ms | 2 - 1765 MB | NPU
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| Depth-Anything | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 141.946 ms | 2 - 460 MB | NPU
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| Depth-Anything | QNN_DLC | w8a16 | Qualcomm® SA8775P | 141.455 ms | 2 - 1999 MB | NPU
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| Depth-Anything | QNN_DLC | w8a16 | Qualcomm® SA8775P | 141.455 ms | 2 - 1999 MB | NPU
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| Depth-Anything | QNN_DLC | w8a16 | Qualcomm® SA8775P | 141.455 ms | 2 - 1999 MB | NPU
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| Depth-Anything | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 141.614 ms | 2 - 5 MB | NPU
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| Depth-Anything | QNN_DLC | w8a16 | Qualcomm® SA7255P | 266.457 ms | 2 - 1765 MB | NPU
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| Depth-Anything | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 93.997 ms | 2 - 2009 MB | NPU
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| Depth-Anything | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 19.794 ms | 1 - 389 MB | NPU
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| Depth-Anything | TFLITE | float | Snapdragon® 8 Elite Mobile | 24.888 ms | 0 - 395 MB | NPU
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| Depth-Anything | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 38.9 ms | 1 - 521 MB | NPU
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| Depth-Anything | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 142.497 ms | 1 - 395 MB | NPU
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| Depth-Anything | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 50.891 ms | 1 - 7 MB | NPU
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| Depth-Anything | TFLITE | float | Qualcomm® SA8775P | 57.067 ms | 1 - 394 MB | NPU
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| Depth-Anything | TFLITE | float | Qualcomm® SA8775P | 57.067 ms | 1 - 394 MB | NPU
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| Depth-Anything | TFLITE | float | Qualcomm® SA8775P | 57.067 ms | 1 - 394 MB | NPU
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| Depth-Anything | TFLITE | float | Qualcomm® QCS9075 | 61.52 ms | 1 - 57 MB | NPU
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| Depth-Anything | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 92.657 ms | 0 - 487 MB | NPU
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| Depth-Anything | TFLITE | float | Qualcomm® SA7255P | 142.497 ms | 1 - 395 MB | NPU
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| Depth-Anything | TFLITE | float | Qualcomm® SA8295P | 82.51 ms | 1 - 369 MB | NPU
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| Depth-Anything | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 24.888 ms | 0 - 395 MB | NPU
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## License
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* The license for the original implementation of Depth-Anything can be found
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release_assets.json
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{
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"version": "0.
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"precisions": {
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"w8a16": {
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"universal_assets": {
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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/releases/v0.
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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/releases/v0.
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}
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}
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"tflite": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327",
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"litert": "1.4.
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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/releases/v0.
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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/releases/v0.
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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/releases/v0.
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}
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}
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}
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{
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"version": "0.53.0",
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"precisions": {
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"w8a16": {
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"universal_assets": {
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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/releases/v0.53.0/depth_anything-qnn_dlc-w8a16.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/releases/v0.53.0/depth_anything-onnx-w8a16.zip"
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}
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}
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},
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"tflite": {
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"tool_versions": {
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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/releases/v0.53.0/depth_anything-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/releases/v0.53.0/depth_anything-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/releases/v0.53.0/depth_anything-onnx-float.zip"
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}
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}
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}
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