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Midas-V2

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v0.44.0

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See https://github.com/quic/ai-hub-models/releases/v0.44.0 for changelog.

Files changed (9) hide show
  1. DEPLOYMENT_MODEL_LICENSE.pdf +0 -3
  2. LICENSE +0 -1
  3. Midas-V2_float.dlc +1 -1
  4. Midas-V2_float.onnx.zip +2 -2
  5. Midas-V2_float.tflite +2 -2
  6. Midas-V2_w8a8.dlc +1 -1
  7. Midas-V2_w8a8.tflite +2 -2
  8. README.md +62 -61
  9. tool-versions.yaml +1 -1
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LICENSE CHANGED
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  The license of the original trained model can be found at https://github.com/isl-org/MiDaS/blob/master/LICENSE.
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- The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
 
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  The license of the original trained model can be found at https://github.com/isl-org/MiDaS/blob/master/LICENSE.
 
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README.md CHANGED
@@ -36,66 +36,68 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | Midas-V2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 13.185 ms | 0 - 45 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 11.965 ms | 1 - 30 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
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- | Midas-V2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 4.94 ms | 0 - 60 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 7.452 ms | 0 - 39 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
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- | Midas-V2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.28 ms | 0 - 316 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.0 ms | 1 - 11 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
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- | Midas-V2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 3.058 ms | 0 - 128 MB | NPU | [Midas-V2.onnx.zip](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx.zip) |
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- | Midas-V2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.668 ms | 0 - 45 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.179 ms | 41 - 70 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
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- | Midas-V2 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 13.185 ms | 0 - 45 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 11.965 ms | 1 - 30 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
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- | Midas-V2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.304 ms | 0 - 318 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.008 ms | 0 - 15 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
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- | Midas-V2 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 5.834 ms | 1 - 33 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.33 ms | 1 - 32 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
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- | Midas-V2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.296 ms | 0 - 309 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.007 ms | 0 - 13 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
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- | Midas-V2 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 4.668 ms | 0 - 45 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.179 ms | 41 - 70 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
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- | Midas-V2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.318 ms | 0 - 70 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.081 ms | 1 - 44 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
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- | Midas-V2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.107 ms | 0 - 43 MB | NPU | [Midas-V2.onnx.zip](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx.zip) |
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- | Midas-V2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.822 ms | 0 - 51 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.535 ms | 1 - 38 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
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- | Midas-V2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.684 ms | 0 - 33 MB | NPU | [Midas-V2.onnx.zip](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx.zip) |
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- | Midas-V2 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.444 ms | 0 - 49 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.323 ms | 0 - 36 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
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- | Midas-V2 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.428 ms | 1 - 32 MB | NPU | [Midas-V2.onnx.zip](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx.zip) |
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- | Midas-V2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.209 ms | 193 - 193 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
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- | Midas-V2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.906 ms | 36 - 36 MB | NPU | [Midas-V2.onnx.zip](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx.zip) |
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- | Midas-V2 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 3.671 ms | 0 - 28 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
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- | Midas-V2 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 4.056 ms | 0 - 102 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
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- | Midas-V2 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.584 ms | 0 - 33 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
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- | Midas-V2 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.893 ms | 0 - 34 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
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- | Midas-V2 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.427 ms | 0 - 52 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
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- | Midas-V2 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.838 ms | 0 - 52 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
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- | Midas-V2 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.073 ms | 0 - 147 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
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- | Midas-V2 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.28 ms | 0 - 134 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
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- | Midas-V2 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.416 ms | 0 - 34 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
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- | Midas-V2 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.599 ms | 0 - 33 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
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- | Midas-V2 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 16.06 ms | 0 - 3 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
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- | Midas-V2 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.584 ms | 0 - 33 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
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- | Midas-V2 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.893 ms | 0 - 34 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
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- | Midas-V2 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.083 ms | 0 - 145 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
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- | Midas-V2 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.271 ms | 0 - 135 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
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- | Midas-V2 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.954 ms | 0 - 38 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
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- | Midas-V2 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.205 ms | 0 - 40 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
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- | Midas-V2 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.077 ms | 0 - 140 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
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- | Midas-V2 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.285 ms | 0 - 140 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
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- | Midas-V2 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.416 ms | 0 - 34 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
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- | Midas-V2 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.599 ms | 0 - 33 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
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- | Midas-V2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.763 ms | 0 - 64 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
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- | Midas-V2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.917 ms | 0 - 64 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
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- | Midas-V2 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.596 ms | 0 - 47 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
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- | Midas-V2 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.676 ms | 0 - 42 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
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- | Midas-V2 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 1.486 ms | 0 - 50 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
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- | Midas-V2 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 1.578 ms | 0 - 50 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
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- | Midas-V2 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.526 ms | 0 - 40 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
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- | Midas-V2 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.56 ms | 0 - 42 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
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- | Midas-V2 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.44 ms | 143 - 143 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
 
 
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@@ -272,7 +274,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
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  ## License
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  * The license for the original implementation of Midas-V2 can be found
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  [here](https://github.com/isl-org/MiDaS/blob/master/LICENSE).
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- * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | Midas-V2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 11.992 ms | 0 - 154 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 11.941 ms | 1 - 136 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
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+ | Midas-V2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 7.437 ms | 0 - 196 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 7.415 ms | 1 - 171 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
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+ | Midas-V2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.995 ms | 0 - 2 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
44
+ | Midas-V2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.012 ms | 1 - 3 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
45
+ | Midas-V2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 3.03 ms | 0 - 41 MB | NPU | [Midas-V2.onnx.zip](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx.zip) |
46
+ | Midas-V2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.213 ms | 0 - 153 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
47
+ | Midas-V2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.202 ms | 1 - 136 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
48
+ | Midas-V2 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 11.992 ms | 0 - 154 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
49
+ | Midas-V2 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 11.941 ms | 1 - 136 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
50
+ | Midas-V2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.009 ms | 0 - 3 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
51
+ | Midas-V2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.017 ms | 1 - 3 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
52
+ | Midas-V2 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 5.349 ms | 0 - 139 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
53
+ | Midas-V2 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.34 ms | 1 - 138 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
54
+ | Midas-V2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.003 ms | 0 - 3 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
55
+ | Midas-V2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.005 ms | 1 - 3 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
56
+ | Midas-V2 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 4.213 ms | 0 - 153 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
57
+ | Midas-V2 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.202 ms | 1 - 136 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
58
+ | Midas-V2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.097 ms | 0 - 206 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
59
+ | Midas-V2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.094 ms | 1 - 174 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
60
+ | Midas-V2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.108 ms | 0 - 151 MB | NPU | [Midas-V2.onnx.zip](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx.zip) |
61
+ | Midas-V2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.545 ms | 0 - 160 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
62
+ | Midas-V2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.539 ms | 1 - 137 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
63
+ | Midas-V2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.683 ms | 0 - 111 MB | NPU | [Midas-V2.onnx.zip](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx.zip) |
64
+ | Midas-V2 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.322 ms | 0 - 159 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
65
+ | Midas-V2 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.326 ms | 1 - 139 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
66
+ | Midas-V2 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.422 ms | 0 - 110 MB | NPU | [Midas-V2.onnx.zip](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx.zip) |
67
+ | Midas-V2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.223 ms | 1 - 1 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
68
+ | Midas-V2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.901 ms | 36 - 36 MB | NPU | [Midas-V2.onnx.zip](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx.zip) |
69
+ | Midas-V2 | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | TFLITE | 8.456 ms | 0 - 153 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
70
+ | Midas-V2 | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | QNN_DLC | 9.111 ms | 0 - 153 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
71
+ | Midas-V2 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 3.632 ms | 0 - 28 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
72
+ | Midas-V2 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 4.203 ms | 0 - 2 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
73
+ | Midas-V2 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.51 ms | 0 - 137 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
74
+ | Midas-V2 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.961 ms | 0 - 139 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
75
+ | Midas-V2 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.591 ms | 0 - 176 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
76
+ | Midas-V2 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.902 ms | 0 - 181 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
77
+ | Midas-V2 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.029 ms | 0 - 2 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
78
+ | Midas-V2 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.274 ms | 0 - 2 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
79
+ | Midas-V2 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.372 ms | 0 - 137 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
80
+ | Midas-V2 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.597 ms | 0 - 139 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
81
+ | Midas-V2 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 27.798 ms | 0 - 75 MB | GPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
82
+ | Midas-V2 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.51 ms | 0 - 137 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
83
+ | Midas-V2 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.961 ms | 0 - 139 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
84
+ | Midas-V2 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.041 ms | 0 - 2 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
85
+ | Midas-V2 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.276 ms | 0 - 2 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
86
+ | Midas-V2 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.956 ms | 0 - 143 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
87
+ | Midas-V2 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.237 ms | 0 - 146 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
88
+ | Midas-V2 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.039 ms | 0 - 2 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
89
+ | Midas-V2 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.275 ms | 0 - 2 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
90
+ | Midas-V2 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.372 ms | 0 - 137 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
91
+ | Midas-V2 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.597 ms | 0 - 139 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
92
+ | Midas-V2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.753 ms | 0 - 180 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
93
+ | Midas-V2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.916 ms | 0 - 178 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
94
+ | Midas-V2 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.597 ms | 0 - 138 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
95
+ | Midas-V2 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.679 ms | 0 - 143 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
96
+ | Midas-V2 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 1.363 ms | 0 - 152 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
97
+ | Midas-V2 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 1.556 ms | 0 - 153 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
98
+ | Midas-V2 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.494 ms | 0 - 139 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
99
+ | Midas-V2 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.562 ms | 0 - 143 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
100
+ | Midas-V2 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.456 ms | 0 - 0 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
101
 
102
 
103
 
 
274
  ## License
275
  * The license for the original implementation of Midas-V2 can be found
276
  [here](https://github.com/isl-org/MiDaS/blob/master/LICENSE).
 
277
 
278
 
279
 
tool-versions.yaml CHANGED
@@ -1,3 +1,3 @@
1
  tool_versions:
2
  qnn_dlc:
3
- qairt: 2.40.0.251030114326_189385
 
1
  tool_versions:
2
  qnn_dlc:
3
+ qairt: 2.41.0.251128145156_191518