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Midas-V2

Depth Estimation
PyTorch
LiteRT
ONNX
android
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@@ -34,35 +34,35 @@ 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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- | Midas-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 3.243 ms | 0 - 294 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 3.017 ms | 3 - 5 MB | FP16 | NPU | [Midas-V2.so](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.so) |
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- | Midas-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.953 ms | 0 - 106 MB | FP16 | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx) |
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- | Midas-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 2.296 ms | 0 - 66 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 2.161 ms | 1 - 19 MB | FP16 | NPU | [Midas-V2.so](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.so) |
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- | Midas-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 2.059 ms | 1 - 46 MB | FP16 | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx) |
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- | Midas-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 2.127 ms | 0 - 43 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.755 ms | 1 - 25 MB | FP16 | NPU | Use Export Script |
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- | Midas-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.954 ms | 3 - 33 MB | FP16 | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx) |
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- | Midas-V2 | SA7255P ADP | SA7255P | TFLITE | 84.352 ms | 0 - 39 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | SA7255P ADP | SA7255P | QNN | 83.853 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | Midas-V2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 3.253 ms | 0 - 275 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 3.024 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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- | Midas-V2 | SA8295P ADP | SA8295P | TFLITE | 5.754 ms | 0 - 25 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | SA8295P ADP | SA8295P | QNN | 5.403 ms | 1 - 19 MB | FP16 | NPU | Use Export Script |
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- | Midas-V2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 3.236 ms | 0 - 246 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 3.052 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | Midas-V2 | SA8775P ADP | SA8775P | TFLITE | 5.462 ms | 0 - 38 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | SA8775P ADP | SA8775P | QNN | 5.082 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | Midas-V2 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 84.352 ms | 0 - 39 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 83.853 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | Midas-V2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 3.237 ms | 0 - 259 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 3.0 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | Midas-V2 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 5.462 ms | 0 - 38 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 5.082 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | Midas-V2 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 4.994 ms | 0 - 48 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 4.984 ms | 0 - 33 MB | FP16 | NPU | Use Export Script |
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- | Midas-V2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 3.203 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | Midas-V2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.066 ms | 36 - 36 MB | FP16 | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx) |
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@@ -127,7 +127,7 @@ Midas-V2
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 3.2
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- Estimated peak memory usage (MB): [0, 294]
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  Total # Ops : 138
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  Compute Unit(s) : NPU (138 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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+ | Midas-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 3.247 ms | 0 - 273 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 3.295 ms | 0 - 110 MB | FP16 | NPU | [Midas-V2.so](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.so) |
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+ | Midas-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.98 ms | 0 - 79 MB | FP16 | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx) |
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+ | Midas-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 2.312 ms | 0 - 66 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 2.325 ms | 0 - 33 MB | FP16 | NPU | [Midas-V2.so](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.so) |
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+ | Midas-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 2.081 ms | 0 - 46 MB | FP16 | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx) |
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+ | Midas-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 2.13 ms | 0 - 42 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 2.088 ms | 0 - 24 MB | FP16 | NPU | Use Export Script |
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+ | Midas-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.932 ms | 1 - 31 MB | FP16 | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx) |
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+ | Midas-V2 | SA7255P ADP | SA7255P | TFLITE | 84.357 ms | 0 - 39 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | SA7255P ADP | SA7255P | QNN | 83.868 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | Midas-V2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 3.232 ms | 0 - 273 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 3.015 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | Midas-V2 | SA8295P ADP | SA8295P | TFLITE | 5.77 ms | 0 - 25 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | SA8295P ADP | SA8295P | QNN | 5.411 ms | 1 - 19 MB | FP16 | NPU | Use Export Script |
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+ | Midas-V2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 3.239 ms | 0 - 266 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 3.019 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | Midas-V2 | SA8775P ADP | SA8775P | TFLITE | 5.469 ms | 0 - 39 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | SA8775P ADP | SA8775P | QNN | 5.1 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | Midas-V2 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 84.357 ms | 0 - 39 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 83.868 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | Midas-V2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 3.245 ms | 0 - 280 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 3.008 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | Midas-V2 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 5.469 ms | 0 - 39 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 5.1 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | Midas-V2 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 5.047 ms | 0 - 46 MB | FP16 | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 5.025 ms | 0 - 30 MB | FP16 | NPU | Use Export Script |
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+ | Midas-V2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 3.205 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | Midas-V2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.068 ms | 35 - 35 MB | FP16 | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 3.2
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+ Estimated peak memory usage (MB): [0, 273]
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  Total # Ops : 138
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  Compute Unit(s) : NPU (138 ops)
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  ```