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3D-Deep-BOX

Object Detection
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v0.30.2

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.30.2 for changelog.

Files changed (15) hide show
  1. VGG.onnx → 3D-Deep-BOX_VGG3DDetection.onnx +2 -2
  2. VGG.tflite → 3D-Deep-BOX_VGG3DDetection.tflite +0 -0
  3. VGG.bin → 3D-Deep-BOX_Yolo2DDetection.onnx +2 -2
  4. Yolo2DDetection.tflite → 3D-Deep-BOX_Yolo2DDetection.tflite +0 -0
  5. README.md +59 -61
  6. VGG3DDetection.bin +0 -3
  7. VGG3DDetection.onnx +0 -3
  8. VGG3DDetection.so +0 -3
  9. VGG3DDetection.tflite +0 -3
  10. Yolo.bin +0 -3
  11. Yolo.onnx +0 -3
  12. Yolo.tflite +0 -3
  13. Yolo2DDetection.bin +0 -3
  14. Yolo2DDetection.onnx +0 -3
  15. Yolo2DDetection.so +0 -3
VGG.onnx → 3D-Deep-BOX_VGG3DDetection.onnx RENAMED
@@ -1,3 +1,3 @@
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VGG.tflite → 3D-Deep-BOX_VGG3DDetection.tflite RENAMED
File without changes
VGG.bin → 3D-Deep-BOX_Yolo2DDetection.onnx RENAMED
@@ -1,3 +1,3 @@
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Yolo2DDetection.tflite → 3D-Deep-BOX_Yolo2DDetection.tflite RENAMED
File without changes
README.md CHANGED
@@ -38,64 +38,62 @@ More details on model performance across various devices, can be found
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 | 41.195 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 | 7.517 ms | 2 - 11 MB | NPU | Use Export Script |
43
- | Yolo2DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 22.069 ms | 0 - 63 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 | 3.551 ms | 0 - 22 MB | NPU | Use Export Script |
45
- | Yolo2DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 22.145 ms | 0 - 138 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 | 2.43 ms | 2 - 5 MB | NPU | Use Export Script |
47
- | Yolo2DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 22.947 ms | 0 - 32 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 | 3.161 ms | 2 - 16 MB | NPU | Use Export Script |
49
- | Yolo2DDetection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 41.195 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 | 7.517 ms | 2 - 11 MB | NPU | Use Export Script |
51
- | Yolo2DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 22.341 ms | 0 - 139 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 | 2.437 ms | 2 - 4 MB | NPU | Use Export Script |
53
- | Yolo2DDetection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 23.85 ms | 0 - 31 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 | 3.453 ms | 0 - 17 MB | NPU | Use Export Script |
55
- | Yolo2DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 22.174 ms | 0 - 131 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 | 2.434 ms | 2 - 4 MB | NPU | Use Export Script |
57
- | Yolo2DDetection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 22.947 ms | 0 - 32 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 | 3.161 ms | 2 - 16 MB | NPU | Use Export Script |
59
- | Yolo2DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 22.397 ms | 0 - 135 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 | 2.451 ms | 2 - 9 MB | NPU | Use Export Script |
61
- | Yolo2DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.342 ms | 0 - 70 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 | 16.245 ms | 0 - 55 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 | 1.762 ms | 0 - 23 MB | NPU | Use Export Script |
64
- | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.361 ms | 4 - 25 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 | 14.898 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 | 1.518 ms | 2 - 20 MB | NPU | Use Export Script |
67
- | Yolo2DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.848 ms | 2 - 18 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 | 2.666 ms | 2 - 2 MB | NPU | Use Export Script |
69
- | Yolo2DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.359 ms | 6 - 6 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 | 257.939 ms | 0 - 73 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 | 32.918 ms | 1 - 10 MB | NPU | Use Export Script |
72
- | VGG3DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 8.414 ms | 0 - 126 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 | 9.868 ms | 1 - 88 MB | NPU | Use Export Script |
74
- | VGG3DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 4.715 ms | 0 - 667 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 | 4.777 ms | 1 - 3 MB | NPU | Use Export Script |
76
- | VGG3DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 8.903 ms | 0 - 73 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 | 8.775 ms | 1 - 12 MB | NPU | Use Export Script |
78
- | VGG3DDetection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 257.939 ms | 0 - 73 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 | 32.918 ms | 1 - 10 MB | NPU | Use Export Script |
80
- | VGG3DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 4.723 ms | 0 - 666 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 | 4.78 ms | 1 - 3 MB | NPU | Use Export Script |
82
- | VGG3DDetection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 9.724 ms | 0 - 75 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 | 9.925 ms | 1 - 18 MB | NPU | Use Export Script |
84
- | VGG3DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 4.724 ms | 0 - 670 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 | 4.793 ms | 1 - 3 MB | NPU | Use Export Script |
86
- | VGG3DDetection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 8.903 ms | 0 - 73 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 | 8.775 ms | 1 - 12 MB | NPU | Use Export Script |
88
- | VGG3DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 4.721 ms | 0 - 671 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 | 4.779 ms | 0 - 412 MB | NPU | Use Export Script |
90
- | VGG3DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.128 ms | 0 - 380 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 | 3.553 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 | 3.762 ms | 1 - 83 MB | NPU | Use Export Script |
93
- | VGG3DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.915 ms | 0 - 84 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 | 2.945 ms | 0 - 78 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 | 3.602 ms | 1 - 79 MB | NPU | Use Export Script |
96
- | VGG3DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.753 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 | 5.0 ms | 1 - 1 MB | NPU | Use Export Script |
98
- | VGG3DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.966 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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101
 
@@ -159,8 +157,8 @@ Profiling Results
159
  Yolo2DDetection
160
  Device : cs_8275 (ANDROID 14)
161
  Runtime : TFLITE
162
- Estimated inference time (ms) : 41.2
163
- Estimated peak memory usage (MB): [0, 29]
164
  Total # Ops : 129
165
  Compute Unit(s) : npu (129 ops) gpu (0 ops) cpu (0 ops)
166
 
@@ -168,7 +166,7 @@ Compute Unit(s) : npu (129 ops) gpu (0 ops) cpu (0 ops)
168
  VGG3DDetection
169
  Device : cs_8275 (ANDROID 14)
170
  Runtime : TFLITE
171
- Estimated inference time (ms) : 257.9
172
  Estimated peak memory usage (MB): [0, 73]
173
  Total # Ops : 40
174
  Compute Unit(s) : npu (40 ops) gpu (0 ops) cpu (0 ops)
 
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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 | 40.728 ms | 0 - 30 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 | 7.512 ms | 2 - 11 MB | NPU | Use Export Script |
43
+ | Yolo2DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 3.551 ms | 0 - 24 MB | NPU | Use Export Script |
44
+ | Yolo2DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 23.011 ms | 0 - 138 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
45
+ | Yolo2DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 2.443 ms | 2 - 5 MB | NPU | Use Export Script |
46
+ | Yolo2DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 23.014 ms | 0 - 31 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
47
+ | Yolo2DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 3.154 ms | 2 - 16 MB | NPU | Use Export Script |
48
+ | Yolo2DDetection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 40.728 ms | 0 - 30 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
49
+ | Yolo2DDetection | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 7.512 ms | 2 - 11 MB | NPU | Use Export Script |
50
+ | Yolo2DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 22.243 ms | 0 - 132 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
51
+ | Yolo2DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 2.43 ms | 2 - 4 MB | NPU | Use Export Script |
52
+ | Yolo2DDetection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 23.652 ms | 0 - 32 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
53
+ | Yolo2DDetection | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 3.456 ms | 0 - 18 MB | NPU | Use Export Script |
54
+ | Yolo2DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 22.167 ms | 0 - 137 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
55
+ | Yolo2DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 2.435 ms | 2 - 4 MB | NPU | Use Export Script |
56
+ | Yolo2DDetection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 23.014 ms | 0 - 31 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
57
+ | Yolo2DDetection | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 3.154 ms | 2 - 16 MB | NPU | Use Export Script |
58
+ | Yolo2DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 22.46 ms | 0 - 137 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
59
+ | Yolo2DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 2.457 ms | 0 - 28 MB | NPU | Use Export Script |
60
+ | Yolo2DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.27 ms | 0 - 76 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
61
+ | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 16.432 ms | 0 - 58 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 | 1.757 ms | 2 - 24 MB | NPU | Use Export Script |
63
+ | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.351 ms | 4 - 29 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
64
+ | Yolo2DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 17.423 ms | 0 - 32 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
65
+ | Yolo2DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 1.825 ms | 2 - 19 MB | NPU | Use Export Script |
66
+ | Yolo2DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 4.198 ms | 1 - 18 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
67
+ | Yolo2DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.646 ms | 2 - 2 MB | NPU | Use Export Script |
68
+ | Yolo2DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.456 ms | 6 - 6 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
69
+ | VGG3DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 32.829 ms | 0 - 73 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 | 32.898 ms | 1 - 10 MB | NPU | Use Export Script |
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+ | VGG3DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 9.741 ms | 1 - 88 MB | NPU | Use Export Script |
72
+ | VGG3DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 4.722 ms | 0 - 665 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
73
+ | VGG3DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 4.771 ms | 1 - 10 MB | NPU | Use Export Script |
74
+ | VGG3DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 8.877 ms | 0 - 73 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
75
+ | VGG3DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 8.817 ms | 1 - 12 MB | NPU | Use Export Script |
76
+ | VGG3DDetection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 32.829 ms | 0 - 73 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
77
+ | VGG3DDetection | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 32.898 ms | 1 - 10 MB | NPU | Use Export Script |
78
+ | VGG3DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 4.732 ms | 0 - 671 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
79
+ | VGG3DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 4.774 ms | 1 - 3 MB | NPU | Use Export Script |
80
+ | VGG3DDetection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 9.698 ms | 0 - 75 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
81
+ | VGG3DDetection | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 9.906 ms | 1 - 16 MB | NPU | Use Export Script |
82
+ | VGG3DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 4.721 ms | 0 - 670 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
83
+ | VGG3DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 4.778 ms | 1 - 3 MB | NPU | Use Export Script |
84
+ | VGG3DDetection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 8.877 ms | 0 - 73 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
85
+ | VGG3DDetection | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 8.817 ms | 1 - 12 MB | NPU | Use Export Script |
86
+ | VGG3DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 4.721 ms | 0 - 669 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
87
+ | VGG3DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 4.782 ms | 0 - 407 MB | NPU | Use Export Script |
88
+ | VGG3DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.245 ms | 0 - 412 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
89
+ | VGG3DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.55 ms | 0 - 123 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
90
+ | VGG3DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 3.763 ms | 1 - 84 MB | NPU | Use Export Script |
91
+ | VGG3DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.955 ms | 0 - 81 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
92
+ | VGG3DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 3.45 ms | 0 - 77 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
93
+ | VGG3DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 3.597 ms | 1 - 80 MB | NPU | Use Export Script |
94
+ | VGG3DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.792 ms | 1 - 78 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
95
+ | VGG3DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 5.006 ms | 1 - 1 MB | NPU | Use Export Script |
96
+ | VGG3DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.985 ms | 88 - 88 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
 
 
97
 
98
 
99
 
 
157
  Yolo2DDetection
158
  Device : cs_8275 (ANDROID 14)
159
  Runtime : TFLITE
160
+ Estimated inference time (ms) : 40.7
161
+ Estimated peak memory usage (MB): [0, 30]
162
  Total # Ops : 129
163
  Compute Unit(s) : npu (129 ops) gpu (0 ops) cpu (0 ops)
164
 
 
166
  VGG3DDetection
167
  Device : cs_8275 (ANDROID 14)
168
  Runtime : TFLITE
169
+ Estimated inference time (ms) : 32.8
170
  Estimated peak memory usage (MB): [0, 73]
171
  Total # Ops : 40
172
  Compute Unit(s) : npu (40 ops) gpu (0 ops) cpu (0 ops)
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