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qualcomm
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Midas-V2

Depth Estimation
PyTorch
LiteRT
ONNX
android
Model card Files Community
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v0.32.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.32.0 for changelog.

Files changed (8) hide show
  1. .gitattributes +1 -0
  2. DEPLOYMENT_MODEL_LICENSE.pdf +3 -0
  3. LICENSE +2 -0
  4. Midas-V2.onnx +2 -2
  5. Midas-V2_w8a8.dlc +2 -2
  6. Midas-V2_w8a8.onnx +2 -2
  7. Midas-V2_w8a8.tflite +1 -1
  8. README.md +37 -37
.gitattributes CHANGED
@@ -37,3 +37,4 @@ Midas-V2.so filter=lfs diff=lfs merge=lfs -text
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  Midas-V2_w8a8.so filter=lfs diff=lfs merge=lfs -text
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  Midas-V2.dlc filter=lfs diff=lfs merge=lfs -text
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  Midas-V2_w8a8.dlc filter=lfs diff=lfs merge=lfs -text
 
 
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  Midas-V2_w8a8.so filter=lfs diff=lfs merge=lfs -text
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  Midas-V2.dlc filter=lfs diff=lfs merge=lfs -text
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  Midas-V2_w8a8.dlc filter=lfs diff=lfs merge=lfs -text
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+ DEPLOYMENT_MODEL_LICENSE.pdf filter=lfs diff=lfs merge=lfs -text
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LICENSE ADDED
@@ -0,0 +1,2 @@
 
 
 
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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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README.md CHANGED
@@ -31,7 +31,7 @@ More details on model performance across various devices, can be found
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  - Input resolution: 256x256
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  - Number of parameters: 16.6M
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  - Model size (float): 63.2 MB
34
- - Model size (w8a8): 16.6 MB
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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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  |---|---|---|---|---|---|---|---|---|
@@ -55,47 +55,47 @@ More details on model performance across various devices, can be found
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  | Midas-V2 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.162 ms | 1 - 29 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 S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 3.236 ms | 0 - 310 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 S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.987 ms | 1 - 12 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 S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.957 ms | 0 - 73 MB | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx) |
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  | Midas-V2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.351 ms | 0 - 67 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
60
  | Midas-V2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.075 ms | 1 - 43 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 | 2.034 ms | 0 - 49 MB | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx) |
62
  | Midas-V2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.787 ms | 0 - 44 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
63
  | Midas-V2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.887 ms | 0 - 33 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
64
- | Midas-V2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.924 ms | 1 - 32 MB | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx) |
65
  | Midas-V2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.543 ms | 180 - 180 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
66
- | Midas-V2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.052 ms | 35 - 35 MB | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx) |
67
- | Midas-V2 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.453 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 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.844 ms | 0 - 29 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 | 1.443 ms | 0 - 51 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 | 1.821 ms | 0 - 47 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 | 1.063 ms | 0 - 148 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 | 1.285 ms | 0 - 133 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
73
- | Midas-V2 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.404 ms | 0 - 29 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 | 1.583 ms | 0 - 30 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
75
- | Midas-V2 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 3.748 ms | 0 - 46 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
76
- | Midas-V2 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 5.733 ms | 0 - 46 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
77
- | Midas-V2 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 15.948 ms | 0 - 2 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
78
- | Midas-V2 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.453 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 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.844 ms | 0 - 29 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
80
- | Midas-V2 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.075 ms | 0 - 148 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
81
- | Midas-V2 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.292 ms | 0 - 133 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
82
- | Midas-V2 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.903 ms | 0 - 31 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
83
- | Midas-V2 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.191 ms | 0 - 33 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
84
- | Midas-V2 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.076 ms | 0 - 150 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
85
- | Midas-V2 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.274 ms | 0 - 133 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
86
- | Midas-V2 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.404 ms | 0 - 29 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
87
- | Midas-V2 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.583 ms | 0 - 30 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
88
- | Midas-V2 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.07 ms | 0 - 149 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
89
- | Midas-V2 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.296 ms | 0 - 133 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 S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 129.801 ms | 13 - 126 MB | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.onnx) |
91
- | Midas-V2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.761 ms | 0 - 58 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
92
- | Midas-V2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.906 ms | 0 - 58 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 | ONNX | 100.155 ms | 23 - 483 MB | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.onnx) |
94
- | Midas-V2 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.718 ms | 0 - 29 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
95
- | Midas-V2 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.785 ms | 0 - 31 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 QRD | Snapdragon® 8 Elite Mobile | ONNX | 89.688 ms | 13 - 454 MB | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.onnx) |
97
- | Midas-V2 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.504 ms | 119 - 119 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 | ONNX | 144.558 ms | 69 - 69 MB | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.onnx) |
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31
  - Input resolution: 256x256
32
  - Number of parameters: 16.6M
33
  - Model size (float): 63.2 MB
34
+ - Model size (w8a8): 16.9 MB
35
 
36
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
 
55
  | Midas-V2 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.162 ms | 1 - 29 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
56
  | Midas-V2 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 3.236 ms | 0 - 310 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
57
  | Midas-V2 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.987 ms | 1 - 12 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
58
+ | Midas-V2 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.982 ms | 0 - 102 MB | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx) |
59
  | Midas-V2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.351 ms | 0 - 67 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
60
  | Midas-V2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.075 ms | 1 - 43 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
61
+ | Midas-V2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.075 ms | 0 - 48 MB | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx) |
62
  | Midas-V2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.787 ms | 0 - 44 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
63
  | Midas-V2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.887 ms | 0 - 33 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
64
+ | Midas-V2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.925 ms | 1 - 33 MB | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx) |
65
  | Midas-V2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.543 ms | 180 - 180 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
66
+ | Midas-V2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.03 ms | 36 - 36 MB | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx) |
67
+ | Midas-V2 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.46 ms | 0 - 28 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
68
+ | Midas-V2 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.841 ms | 0 - 29 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
69
+ | Midas-V2 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.448 ms | 0 - 49 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
70
+ | Midas-V2 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.851 ms | 0 - 50 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
71
+ | Midas-V2 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.071 ms | 0 - 147 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
72
+ | Midas-V2 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.294 ms | 0 - 134 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
73
+ | Midas-V2 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.392 ms | 0 - 29 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
74
+ | Midas-V2 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.589 ms | 0 - 30 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
75
+ | Midas-V2 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 3.714 ms | 0 - 48 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
76
+ | Midas-V2 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 5.708 ms | 0 - 45 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
77
+ | Midas-V2 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 15.573 ms | 0 - 2 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
78
+ | Midas-V2 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.46 ms | 0 - 28 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
79
+ | Midas-V2 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.841 ms | 0 - 29 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
80
+ | Midas-V2 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.08 ms | 0 - 147 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
81
+ | Midas-V2 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.297 ms | 0 - 133 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
82
+ | Midas-V2 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.892 ms | 0 - 32 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
83
+ | Midas-V2 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.174 ms | 0 - 33 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
84
+ | Midas-V2 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.077 ms | 0 - 145 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
85
+ | Midas-V2 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.293 ms | 0 - 134 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
86
+ | Midas-V2 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.392 ms | 0 - 29 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
87
+ | Midas-V2 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.589 ms | 0 - 30 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
88
+ | Midas-V2 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.08 ms | 0 - 146 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
89
+ | Midas-V2 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.286 ms | 0 - 132 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
90
+ | Midas-V2 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 119.953 ms | 9 - 123 MB | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.onnx) |
91
+ | Midas-V2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.767 ms | 0 - 54 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
92
+ | Midas-V2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.907 ms | 0 - 58 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
93
+ | Midas-V2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 101.901 ms | 13 - 464 MB | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.onnx) |
94
+ | Midas-V2 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.685 ms | 0 - 33 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
95
+ | Midas-V2 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.67 ms | 0 - 37 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
96
+ | Midas-V2 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 89.852 ms | 25 - 474 MB | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.onnx) |
97
+ | Midas-V2 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.509 ms | 120 - 120 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
98
+ | Midas-V2 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 428.495 ms | 68 - 68 MB | NPU | [Midas-V2.onnx](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.onnx) |
99
 
100
 
101