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3D-Deep-BOX

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v0.32.0

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

Files changed (7) hide show
  1. .gitattributes +1 -0
  2. 3D-Deep-BOX_VGG3DDetection.onnx +2 -2
  3. 3D-Deep-BOX_Yolo2DDetection.dlc +2 -2
  4. 3D-Deep-BOX_Yolo2DDetection.onnx +2 -2
  5. DEPLOYMENT_MODEL_LICENSE.pdf +3 -0
  6. LICENSE +2 -0
  7. README.md +38 -38
.gitattributes CHANGED
@@ -37,3 +37,4 @@ Yolo2DDetection.so filter=lfs diff=lfs merge=lfs -text
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  VGG3DDetection.so filter=lfs diff=lfs merge=lfs -text
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  3D-Deep-BOX_VGG3DDetection.dlc filter=lfs diff=lfs merge=lfs -text
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  3D-Deep-BOX_Yolo2DDetection.dlc filter=lfs diff=lfs merge=lfs -text
 
 
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  VGG3DDetection.so filter=lfs diff=lfs merge=lfs -text
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  3D-Deep-BOX_VGG3DDetection.dlc filter=lfs diff=lfs merge=lfs -text
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  3D-Deep-BOX_Yolo2DDetection.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/skhadem/3D-BoundingBox/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.
README.md CHANGED
@@ -30,72 +30,72 @@ More details on model performance across various devices, can be found
30
  - **Model Stats:**
31
  - Model checkpoint: YOLOv3-tiny
32
  - Input resolution(YOLO): 224x640
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- - Number of parameters(YOLO): 8.85M
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- - Model size(YOLO): 37.3 MB
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  - Input resolution(VGG): 224x224
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- - Number of parameters(VGG): 144M
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- - Model size(VGG): 175.9 MB
 
 
38
 
39
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
  | Yolo2DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 38.346 ms | 0 - 29 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
42
- | Yolo2DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.485 ms | 2 - 39 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
43
  | Yolo2DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 21.123 ms | 0 - 59 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
44
- | Yolo2DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.309 ms | 2 - 39 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
45
  | Yolo2DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 20.628 ms | 0 - 151 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
46
- | Yolo2DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.382 ms | 2 - 37 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
47
  | Yolo2DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 22.077 ms | 0 - 30 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
48
- | Yolo2DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.133 ms | 1 - 37 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
49
  | Yolo2DDetection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 38.346 ms | 0 - 29 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
50
- | Yolo2DDetection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.485 ms | 2 - 39 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
51
  | Yolo2DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 20.793 ms | 0 - 145 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
52
- | Yolo2DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.383 ms | 2 - 11 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
53
  | Yolo2DDetection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 23.372 ms | 0 - 33 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
54
- | Yolo2DDetection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.47 ms | 2 - 33 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
55
  | Yolo2DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 20.807 ms | 0 - 149 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
56
- | Yolo2DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.382 ms | 2 - 14 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
57
  | Yolo2DDetection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 22.077 ms | 0 - 30 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
58
- | Yolo2DDetection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.133 ms | 1 - 37 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
59
  | Yolo2DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 20.904 ms | 0 - 145 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
60
- | Yolo2DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.39 ms | 2 - 12 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
61
- | Yolo2DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.217 ms | 0 - 69 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
62
  | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 15.688 ms | 0 - 58 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
63
- | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.769 ms | 2 - 51 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
64
- | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.25 ms | 0 - 22 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
65
  | Yolo2DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 16.652 ms | 0 - 34 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
66
- | Yolo2DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.518 ms | 2 - 42 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
67
- | Yolo2DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 4.045 ms | 2 - 19 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
68
- | Yolo2DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.607 ms | 40 - 40 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
69
- | Yolo2DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.266 ms | 13 - 13 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
70
  | VGG3DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 32.845 ms | 0 - 74 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
71
- | VGG3DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 32.758 ms | 0 - 77 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
72
  | VGG3DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 8.292 ms | 0 - 127 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
73
- | VGG3DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 9.633 ms | 1 - 88 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
74
  | VGG3DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 4.73 ms | 0 - 740 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
75
- | VGG3DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.786 ms | 0 - 462 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
76
  | VGG3DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 8.92 ms | 0 - 74 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
77
- | VGG3DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 8.923 ms | 1 - 77 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
78
  | VGG3DDetection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 32.845 ms | 0 - 74 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
79
- | VGG3DDetection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 32.758 ms | 0 - 77 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
80
  | VGG3DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 4.739 ms | 0 - 747 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
81
- | VGG3DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.775 ms | 0 - 453 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
82
  | VGG3DDetection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 9.747 ms | 0 - 79 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
83
- | VGG3DDetection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 9.752 ms | 1 - 78 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
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  | VGG3DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 4.745 ms | 0 - 705 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
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- | VGG3DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.777 ms | 0 - 485 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
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  | VGG3DDetection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 8.92 ms | 0 - 74 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
87
- | VGG3DDetection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 8.923 ms | 1 - 77 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
88
  | VGG3DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 4.736 ms | 0 - 741 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
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- | VGG3DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 4.78 ms | 0 - 460 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
90
- | VGG3DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.981 ms | 0 - 466 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
91
  | VGG3DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.555 ms | 0 - 123 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
92
- | VGG3DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.701 ms | 1 - 87 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
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- | VGG3DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.838 ms | 0 - 83 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
94
  | VGG3DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 3.447 ms | 0 - 79 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
95
- | VGG3DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 3.495 ms | 1 - 81 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
96
- | VGG3DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.703 ms | 1 - 79 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
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- | VGG3DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.857 ms | 449 - 449 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
98
- | VGG3DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.968 ms | 88 - 88 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
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30
  - **Model Stats:**
31
  - Model checkpoint: YOLOv3-tiny
32
  - Input resolution(YOLO): 224x640
 
 
33
  - Input resolution(VGG): 224x224
34
+ - Number of parameters (Yolo2DDetection): 9.78M
35
+ - Model size (Yolo2DDetection) (float): 37.3 MB
36
+ - Number of parameters (VGG3DDetection): 46.1M
37
+ - Model size (VGG3DDetection) (float): 176 MB
38
 
39
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
  | Yolo2DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 38.346 ms | 0 - 29 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
42
+ | Yolo2DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.463 ms | 2 - 39 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
43
  | Yolo2DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 21.123 ms | 0 - 59 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
44
+ | Yolo2DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.298 ms | 2 - 39 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
45
  | Yolo2DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 20.628 ms | 0 - 151 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
46
+ | Yolo2DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.384 ms | 1 - 41 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
47
  | Yolo2DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 22.077 ms | 0 - 30 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
48
+ | Yolo2DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.106 ms | 2 - 37 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
49
  | Yolo2DDetection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 38.346 ms | 0 - 29 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
50
+ | Yolo2DDetection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.463 ms | 2 - 39 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
51
  | Yolo2DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 20.793 ms | 0 - 145 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
52
+ | Yolo2DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.374 ms | 2 - 16 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
53
  | Yolo2DDetection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 23.372 ms | 0 - 33 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
54
+ | Yolo2DDetection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.49 ms | 2 - 34 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
55
  | Yolo2DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 20.807 ms | 0 - 149 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
56
+ | Yolo2DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.384 ms | 0 - 38 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
57
  | Yolo2DDetection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 22.077 ms | 0 - 30 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
58
+ | Yolo2DDetection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.106 ms | 2 - 37 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
59
  | Yolo2DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 20.904 ms | 0 - 145 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
60
+ | Yolo2DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.377 ms | 2 - 15 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
61
+ | Yolo2DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.638 ms | 0 - 69 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
62
  | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 15.688 ms | 0 - 58 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
63
+ | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.767 ms | 2 - 48 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
64
+ | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.881 ms | 1 - 46 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
65
  | Yolo2DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 16.652 ms | 0 - 34 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
66
+ | Yolo2DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.824 ms | 2 - 40 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
67
+ | Yolo2DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.071 ms | 1 - 37 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
68
+ | Yolo2DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.604 ms | 40 - 40 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
69
+ | Yolo2DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.715 ms | 18 - 18 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
70
  | VGG3DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 32.845 ms | 0 - 74 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
71
+ | VGG3DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 32.765 ms | 0 - 77 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
72
  | VGG3DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 8.292 ms | 0 - 127 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
73
+ | VGG3DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 9.623 ms | 1 - 84 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
74
  | VGG3DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 4.73 ms | 0 - 740 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
75
+ | VGG3DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.783 ms | 0 - 461 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
76
  | VGG3DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 8.92 ms | 0 - 74 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
77
+ | VGG3DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 8.895 ms | 1 - 77 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
78
  | VGG3DDetection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 32.845 ms | 0 - 74 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
79
+ | VGG3DDetection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 32.765 ms | 0 - 77 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
80
  | VGG3DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 4.739 ms | 0 - 747 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
81
+ | VGG3DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.778 ms | 0 - 459 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
82
  | VGG3DDetection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 9.747 ms | 0 - 79 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
83
+ | VGG3DDetection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 9.728 ms | 1 - 81 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
84
  | VGG3DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 4.745 ms | 0 - 705 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
85
+ | VGG3DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.775 ms | 0 - 459 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
86
  | VGG3DDetection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 8.92 ms | 0 - 74 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
87
+ | VGG3DDetection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 8.895 ms | 1 - 77 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
88
  | VGG3DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 4.736 ms | 0 - 741 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
89
+ | VGG3DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 4.777 ms | 0 - 472 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
90
+ | VGG3DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.049 ms | 0 - 469 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
91
  | VGG3DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.555 ms | 0 - 123 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
92
+ | VGG3DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.659 ms | 1 - 85 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
93
+ | VGG3DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.799 ms | 0 - 82 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
94
  | VGG3DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 3.447 ms | 0 - 79 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
95
+ | VGG3DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 3.494 ms | 1 - 80 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
96
+ | VGG3DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.712 ms | 1 - 79 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
97
+ | VGG3DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.877 ms | 449 - 449 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
98
+ | VGG3DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.971 ms | 89 - 89 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
99
 
100
 
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