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3D-Deep-BOX

Object Detection
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v0.39.0

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See https://github.com/quic/ai-hub-models/releases/v0.39.0 for changelog.

Files changed (6) hide show
  1. 3D-Deep-BOX_VGG3DDetection_float.dlc +2 -2
  2. 3D-Deep-BOX_VGG3DDetection_float.onnx.zip +1 -1
  3. 3D-Deep-BOX_Yolo2DDetection_float.dlc +2 -2
  4. 3D-Deep-BOX_Yolo2DDetection_float.onnx.zip +2 -2
  5. 3D-Deep-BOX_Yolo2DDetection_float.tflite +2 -2
  6. README.md +60 -54
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README.md CHANGED
@@ -39,60 +39,66 @@ 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
41
  |---|---|---|---|---|---|---|---|---|
42
- | Yolo2DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.731 ms | 0 - 17 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
43
- | Yolo2DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.565 ms | 2 - 18 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
44
- | Yolo2DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.985 ms | 0 - 54 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
45
- | Yolo2DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.821 ms | 2 - 28 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
46
- | Yolo2DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.469 ms | 0 - 207 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
47
- | Yolo2DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.376 ms | 0 - 68 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
48
- | Yolo2DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.742 ms | 0 - 72 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
49
- | Yolo2DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.361 ms | 0 - 17 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
50
- | Yolo2DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.256 ms | 0 - 17 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
51
- | Yolo2DDetection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.731 ms | 0 - 17 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
52
- | Yolo2DDetection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.565 ms | 2 - 18 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
53
- | Yolo2DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.472 ms | 0 - 211 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
54
- | Yolo2DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.381 ms | 0 - 74 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
55
- | Yolo2DDetection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.604 ms | 0 - 22 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
56
- | Yolo2DDetection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.528 ms | 0 - 21 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
57
- | Yolo2DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.477 ms | 0 - 213 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
58
- | Yolo2DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.378 ms | 0 - 68 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
59
- | Yolo2DDetection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.361 ms | 0 - 17 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
60
- | Yolo2DDetection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.256 ms | 0 - 17 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
61
- | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.142 ms | 0 - 53 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
62
- | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.117 ms | 2 - 27 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
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- | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.311 ms | 0 - 26 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
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- | Yolo2DDetection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.968 ms | 0 - 24 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
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- | Yolo2DDetection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.883 ms | 2 - 21 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
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- | Yolo2DDetection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.118 ms | 0 - 23 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
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- | Yolo2DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.529 ms | 77 - 77 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
68
- | Yolo2DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.676 ms | 22 - 22 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
69
- | VGG3DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 33.672 ms | 0 - 79 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
70
- | VGG3DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 33.193 ms | 0 - 76 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
71
- | VGG3DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 8.895 ms | 0 - 134 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
72
- | VGG3DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 9.925 ms | 0 - 85 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
73
- | VGG3DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 5.34 ms | 0 - 733 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
74
- | VGG3DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 5.096 ms | 0 - 457 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
75
- | VGG3DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 5.223 ms | 1 - 468 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
76
- | VGG3DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 9.473 ms | 0 - 79 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 | 9.122 ms | 0 - 76 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 | 33.672 ms | 0 - 79 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 | 33.193 ms | 0 - 76 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 | 5.354 ms | 0 - 735 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 | 5.104 ms | 0 - 437 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 | 10.511 ms | 0 - 83 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 | 10.071 ms | 0 - 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 | 5.346 ms | 0 - 726 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 | 5.101 ms | 0 - 434 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 | 9.473 ms | 0 - 79 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 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 9.122 ms | 0 - 76 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 | TFLITE | 3.969 ms | 0 - 129 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 S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.853 ms | 1 - 85 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 | 3.921 ms | 0 - 83 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
91
- | VGG3DDetection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 3.436 ms | 0 - 85 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 S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 3.078 ms | 1 - 82 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 S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 3.176 ms | 0 - 82 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
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- | VGG3DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 5.096 ms | 444 - 444 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 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.162 ms | 89 - 89 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
 
 
 
 
 
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
41
  |---|---|---|---|---|---|---|---|---|
42
+ | Yolo2DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.668 ms | 0 - 17 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
43
+ | Yolo2DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.433 ms | 2 - 18 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
44
+ | Yolo2DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.993 ms | 0 - 54 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
45
+ | Yolo2DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.817 ms | 2 - 28 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
46
+ | Yolo2DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.405 ms | 0 - 215 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
47
+ | Yolo2DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.347 ms | 2 - 72 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
48
+ | Yolo2DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.684 ms | 0 - 71 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
49
+ | Yolo2DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.286 ms | 0 - 18 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
50
+ | Yolo2DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.19 ms | 2 - 19 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
51
+ | Yolo2DDetection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.668 ms | 0 - 17 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
52
+ | Yolo2DDetection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.433 ms | 2 - 18 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
53
+ | Yolo2DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.411 ms | 0 - 213 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
54
+ | Yolo2DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.353 ms | 0 - 69 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
55
+ | Yolo2DDetection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.613 ms | 0 - 23 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
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+ | Yolo2DDetection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.539 ms | 0 - 20 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
57
+ | Yolo2DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.413 ms | 0 - 208 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
58
+ | Yolo2DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.353 ms | 0 - 69 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
59
+ | Yolo2DDetection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.286 ms | 0 - 18 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
60
+ | Yolo2DDetection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.19 ms | 2 - 19 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
61
+ | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.097 ms | 0 - 50 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
62
+ | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.016 ms | 2 - 28 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
63
+ | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.257 ms | 0 - 26 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
64
+ | Yolo2DDetection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.939 ms | 0 - 24 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
65
+ | Yolo2DDetection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.859 ms | 2 - 21 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
66
+ | Yolo2DDetection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.052 ms | 0 - 22 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
67
+ | Yolo2DDetection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.757 ms | 0 - 24 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
68
+ | Yolo2DDetection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.69 ms | 2 - 25 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
69
+ | Yolo2DDetection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.922 ms | 2 - 21 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
70
+ | Yolo2DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.437 ms | 69 - 69 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
71
+ | Yolo2DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.565 ms | 22 - 22 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
72
+ | VGG3DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 33.676 ms | 0 - 79 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
73
+ | VGG3DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 33.214 ms | 0 - 76 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
74
+ | VGG3DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 8.899 ms | 0 - 133 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
75
+ | VGG3DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 9.95 ms | 0 - 86 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
76
+ | VGG3DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 5.345 ms | 0 - 736 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
77
+ | VGG3DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 5.104 ms | 0 - 457 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
78
+ | VGG3DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 5.215 ms | 0 - 464 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
79
+ | VGG3DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 9.463 ms | 0 - 78 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
80
+ | VGG3DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 9.141 ms | 0 - 77 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
81
+ | VGG3DDetection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 33.676 ms | 0 - 79 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
82
+ | VGG3DDetection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 33.214 ms | 0 - 76 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
83
+ | VGG3DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 5.345 ms | 0 - 732 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
84
+ | VGG3DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 5.098 ms | 0 - 460 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
85
+ | VGG3DDetection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 10.449 ms | 0 - 81 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
86
+ | VGG3DDetection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 10.019 ms | 0 - 81 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
87
+ | VGG3DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 5.346 ms | 0 - 735 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
88
+ | VGG3DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 5.136 ms | 0 - 437 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
89
+ | VGG3DDetection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 9.463 ms | 0 - 78 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
90
+ | VGG3DDetection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 9.141 ms | 0 - 77 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
91
+ | VGG3DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.977 ms | 0 - 130 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 | 3.849 ms | 0 - 84 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 | 3.914 ms | 0 - 87 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
94
+ | VGG3DDetection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 3.446 ms | 0 - 85 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
95
+ | VGG3DDetection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 3.071 ms | 1 - 82 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
96
+ | VGG3DDetection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 3.166 ms | 0 - 83 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
97
+ | VGG3DDetection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 2.784 ms | 0 - 84 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
98
+ | VGG3DDetection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 2.482 ms | 0 - 79 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
99
+ | VGG3DDetection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.622 ms | 0 - 79 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
100
+ | VGG3DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 5.097 ms | 445 - 445 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
101
+ | VGG3DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.186 ms | 88 - 88 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
102
 
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