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Depth-Anything-V2

Depth Estimation
PyTorch
TF Lite
ONNX
android
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@@ -34,31 +34,30 @@ More details on model performance across various devices, can be found
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | Depth-Anything-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 329.135 ms | 0 - 86 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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- | Depth-Anything-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 378.932 ms | 3 - 77 MB | FP16 | NPU | [Depth-Anything-V2.so](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.so) |
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- | Depth-Anything-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 227.297 ms | 0 - 63 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
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- | Depth-Anything-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 251.124 ms | 0 - 248 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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- | Depth-Anything-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 287.78 ms | 3 - 262 MB | FP16 | NPU | [Depth-Anything-V2.so](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.so) |
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- | Depth-Anything-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 187.808 ms | 0 - 986 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
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- | Depth-Anything-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 236.199 ms | 1 - 271 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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- | Depth-Anything-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 240.939 ms | 3 - 282 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 156.392 ms | 0 - 519 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
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- | Depth-Anything-V2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 329.447 ms | 0 - 47 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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- | Depth-Anything-V2 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 240.33 ms | 4 - 5 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything-V2 | SA7255P ADP | SA7255P | TFLITE | 1138.667 ms | 0 - 268 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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- | Depth-Anything-V2 | SA7255P ADP | SA7255P | QNN | 1011.986 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything-V2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 331.644 ms | 0 - 48 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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- | Depth-Anything-V2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 231.243 ms | 4 - 5 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything-V2 | SA8295P ADP | SA8295P | TFLITE | 388.927 ms | 1 - 274 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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- | Depth-Anything-V2 | SA8295P ADP | SA8295P | QNN | 280.479 ms | 6 - 12 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything-V2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 329.235 ms | 1 - 56 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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- | Depth-Anything-V2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 229.608 ms | 4 - 5 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything-V2 | SA8775P ADP | SA8775P | TFLITE | 368.9 ms | 1 - 269 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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- | Depth-Anything-V2 | SA8775P ADP | SA8775P | QNN | 264.09 ms | 3 - 13 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything-V2 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 361.044 ms | 1 - 261 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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- | Depth-Anything-V2 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 439.422 ms | 2 - 278 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything-V2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 221.375 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything-V2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 272.662 ms | 62 - 62 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
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@@ -123,8 +122,8 @@ Profiling Results
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  Depth-Anything-V2
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 329.1
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- Estimated peak memory usage (MB): [0, 86]
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  Total # Ops : 635
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  Compute Unit(s) : NPU (635 ops)
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  ```
 
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | Depth-Anything-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 320.265 ms | 2 - 52 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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+ | Depth-Anything-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 378.409 ms | 3 - 83 MB | FP16 | NPU | [Depth-Anything-V2.so](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.so) |
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+ | Depth-Anything-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 238.814 ms | 2 - 182 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
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+ | Depth-Anything-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 250.977 ms | 0 - 244 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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+ | Depth-Anything-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 287.329 ms | 76 - 329 MB | FP16 | NPU | [Depth-Anything-V2.so](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.so) |
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+ | Depth-Anything-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 187.475 ms | 5 - 279 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
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+ | Depth-Anything-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 209.94 ms | 0 - 270 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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+ | Depth-Anything-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 274.456 ms | 0 - 280 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 152.637 ms | 5 - 296 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
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+ | Depth-Anything-V2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 323.036 ms | 1 - 59 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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+ | Depth-Anything-V2 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 227.663 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything-V2 | SA7255P ADP | SA7255P | TFLITE | 1138.83 ms | 0 - 269 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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+ | Depth-Anything-V2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 329.941 ms | 1 - 51 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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+ | Depth-Anything-V2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 231.691 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything-V2 | SA8295P ADP | SA8295P | TFLITE | 388.59 ms | 1 - 273 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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+ | Depth-Anything-V2 | SA8295P ADP | SA8295P | QNN | 280.45 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything-V2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 326.538 ms | 0 - 79 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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+ | Depth-Anything-V2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 238.408 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything-V2 | SA8775P ADP | SA8775P | TFLITE | 368.884 ms | 1 - 269 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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+ | Depth-Anything-V2 | SA8775P ADP | SA8775P | QNN | 264.135 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything-V2 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 369.58 ms | 1 - 260 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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+ | Depth-Anything-V2 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 426.914 ms | 0 - 274 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything-V2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 228.152 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything-V2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 272.007 ms | 63 - 63 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
 
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  Depth-Anything-V2
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 320.3
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+ Estimated peak memory usage (MB): [2, 52]
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  Total # Ops : 635
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  Compute Unit(s) : NPU (635 ops)
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  ```