Hugging Face's logo

qualcomm
/
PPE-Detection

Object Detection
PyTorch
LiteRT
real_time
bu_iot
android
Model card Files
xet
Community
1
qaihm-bot commited on
Commit
9dc7697
·
verified ·
1 Parent(s): 545c63c

v0.34.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.34.0 for changelog.

Files changed (15) hide show
  1. PPE-Detection_w8a16.dlc +1 -1
  2. PPE-Detection_w8a16.onnx.zip +2 -2
  3. PPE-Detection_w8a8.dlc +1 -1
  4. PPE-Detection_w8a8.onnx.zip +2 -2
  5. PPE-Detection_w8a8.tflite +1 -1
  6. README.md +64 -73
  7. precompiled/qualcomm-qcs6490-proxy/PPE-Detection_w8a16.bin +1 -1
  8. precompiled/qualcomm-qcs6490-proxy/PPE-Detection_w8a8.bin +1 -1
  9. precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml +3 -0
  10. precompiled/qualcomm-snapdragon-x-elite/PPE-Detection.onnx.zip +1 -1
  11. precompiled/qualcomm-snapdragon-x-elite/PPE-Detection_w8a16.bin +1 -1
  12. precompiled/qualcomm-snapdragon-x-elite/PPE-Detection_w8a16.onnx.zip +2 -2
  13. precompiled/qualcomm-snapdragon-x-elite/PPE-Detection_w8a8.bin +1 -1
  14. precompiled/qualcomm-snapdragon-x-elite/PPE-Detection_w8a8.onnx.zip +2 -2
  15. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +5 -0
PPE-Detection_w8a16.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:efea285321cf5be84dab3af5628270c0e9c1a5ed847b3876205860961e65e370
3
  size 6970834
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e149a64a6c91b43b18dafb99d09ad4ebb2b4239ac8089922758565fb6b489a8c
3
  size 6970834
PPE-Detection_w8a16.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b1304d37be492609db25b3060ce0396edbe75f60d939226ee3ce508d3bfa64ae
3
- size 10951969
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:395a15556762256faa01bc5494b47a3ec23a94f122f1edb4879c9a06be55091c
3
+ size 10951982
PPE-Detection_w8a8.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:0d5bcd459d5b2c1e0fea8e5d4a48fde8d1b2b026a19a080374fc095dc3261c67
3
  size 6970834
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e75e80ec52e0be9df53359bba03ae5fd2e3ea6b84c55a755b7466a3705c3e38e
3
  size 6970834
PPE-Detection_w8a8.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:888f9caea2b2d2ecc0675134c043e1cba9bc65d936b949e2831d3e4a062c3777
3
- size 10959297
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1eecb841b48b874c803f41affa49c9bafb20c22be98fc881080bfa3e6153b0c0
3
+ size 10959312
PPE-Detection_w8a8.tflite CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:85d8a1b247463d93d8fe5d05b6d4f3f747491f114b3dbcf6b66eb7674625591c
3
  size 6534320
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4c47ead067676f4195358d0381845a0721cf644f757b83e4413bb5883cb79049
3
  size 6534320
README.md CHANGED
@@ -20,6 +20,7 @@ More details on model performance across various devices, can be found
20
  [here](https://aihub.qualcomm.com/models/gear_guard_net).
21
 
22
 
 
23
  ### Model Details
24
 
25
  - **Model Type:** Model_use_case.object_detection
@@ -34,85 +35,85 @@ More details on model performance across various devices, can be found
34
 
35
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
37
- | PPE-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.148 ms | 0 - 19 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
38
  | PPE-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.036 ms | 0 - 15 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
39
- | PPE-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.401 ms | 0 - 35 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
40
  | PPE-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.566 ms | 1 - 25 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
41
- | PPE-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.667 ms | 0 - 135 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
42
  | PPE-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.656 ms | 1 - 74 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
43
- | PPE-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.273 ms | 0 - 20 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
44
  | PPE-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.238 ms | 0 - 16 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
45
- | PPE-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.148 ms | 0 - 19 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
46
  | PPE-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.036 ms | 0 - 15 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
47
- | PPE-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.669 ms | 0 - 134 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
48
  | PPE-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.664 ms | 1 - 73 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
49
- | PPE-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.81 ms | 0 - 19 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
50
  | PPE-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.764 ms | 0 - 18 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
51
- | PPE-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.659 ms | 0 - 134 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
52
  | PPE-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.664 ms | 1 - 73 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
53
- | PPE-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.273 ms | 0 - 20 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
54
  | PPE-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.238 ms | 0 - 16 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
55
- | PPE-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.665 ms | 0 - 134 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
56
  | PPE-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.663 ms | 0 - 72 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
57
  | PPE-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.915 ms | 0 - 60 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
58
- | PPE-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.485 ms | 0 - 34 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
59
  | PPE-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.471 ms | 1 - 28 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
60
  | PPE-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.643 ms | 0 - 30 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
61
- | PPE-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.481 ms | 0 - 24 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
62
  | PPE-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.44 ms | 1 - 23 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
63
  | PPE-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.643 ms | 1 - 22 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
64
  | PPE-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.768 ms | 55 - 55 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
65
  | PPE-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.967 ms | 13 - 13 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
66
- | PPE-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.449 ms | 0 - 16 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
67
- | PPE-Detection | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.7 ms | 0 - 29 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
68
- | PPE-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.471 ms | 0 - 48 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
69
- | PPE-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.666 ms | 0 - 16 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
70
- | PPE-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 2.918 ms | 0 - 26 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
71
- | PPE-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.449 ms | 0 - 16 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
72
- | PPE-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.468 ms | 0 - 5 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
73
- | PPE-Detection | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.064 ms | 0 - 18 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
74
- | PPE-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.471 ms | 0 - 49 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
75
- | PPE-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.666 ms | 0 - 16 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
76
- | PPE-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.474 ms | 0 - 48 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
77
- | PPE-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.674 ms | 0 - 59 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.onnx) |
78
- | PPE-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.316 ms | 0 - 39 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
79
- | PPE-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.433 ms | 0 - 35 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.onnx) |
80
- | PPE-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.259 ms | 0 - 22 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
81
- | PPE-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.539 ms | 0 - 23 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.onnx) |
82
- | PPE-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.612 ms | 45 - 45 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
83
- | PPE-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.731 ms | 6 - 6 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.onnx) |
84
- | PPE-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.865 ms | 0 - 15 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
85
- | PPE-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.825 ms | 0 - 16 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
86
- | PPE-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.353 ms | 0 - 30 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
87
- | PPE-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.487 ms | 0 - 33 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
88
- | PPE-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.247 ms | 0 - 50 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
89
- | PPE-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.241 ms | 0 - 51 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
90
- | PPE-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.44 ms | 0 - 17 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
91
- | PPE-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.435 ms | 0 - 17 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
92
- | PPE-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 1.4 ms | 0 - 25 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
93
- | PPE-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 1.8 ms | 0 - 25 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
94
- | PPE-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 4.664 ms | 0 - 3 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
95
- | PPE-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.865 ms | 0 - 15 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
96
- | PPE-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.825 ms | 0 - 16 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
97
- | PPE-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.234 ms | 0 - 51 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
98
- | PPE-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.23 ms | 0 - 51 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
99
- | PPE-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.697 ms | 0 - 19 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
100
- | PPE-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.686 ms | 0 - 19 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
101
- | PPE-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.24 ms | 0 - 50 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
102
- | PPE-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.234 ms | 0 - 52 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
103
- | PPE-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.44 ms | 0 - 17 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
104
- | PPE-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.435 ms | 0 - 17 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
105
- | PPE-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.243 ms | 0 - 49 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
106
- | PPE-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.234 ms | 0 - 6 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
107
- | PPE-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.358 ms | 0 - 49 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.onnx) |
108
- | PPE-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.182 ms | 0 - 38 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
109
- | PPE-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.175 ms | 0 - 39 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
110
- | PPE-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.29 ms | 0 - 34 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.onnx) |
111
- | PPE-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.202 ms | 0 - 17 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
112
- | PPE-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.187 ms | 0 - 23 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
113
- | PPE-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.28 ms | 0 - 21 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.onnx) |
114
- | PPE-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.352 ms | 40 - 40 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
115
- | PPE-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.392 ms | 6 - 6 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.onnx) |
116
 
117
 
118
 
@@ -170,17 +171,7 @@ device. This script does the following:
170
  ```bash
171
  python -m qai_hub_models.models.gear_guard_net.export
172
  ```
173
- ```
174
- Profiling Results
175
- ------------------------------------------------------------
176
- PPE-Detection
177
- Device : cs_8275 (ANDROID 14)
178
- Runtime : TFLITE
179
- Estimated inference time (ms) : 4.1
180
- Estimated peak memory usage (MB): [0, 19]
181
- Total # Ops : 77
182
- Compute Unit(s) : npu (77 ops) gpu (0 ops) cpu (0 ops)
183
- ```
184
 
185
 
186
  ## How does this work?
 
20
  [here](https://aihub.qualcomm.com/models/gear_guard_net).
21
 
22
 
23
+
24
  ### Model Details
25
 
26
  - **Model Type:** Model_use_case.object_detection
 
35
 
36
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | PPE-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.113 ms | 0 - 19 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
39
  | PPE-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.036 ms | 0 - 15 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
40
+ | PPE-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.442 ms | 0 - 31 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
41
  | PPE-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.566 ms | 1 - 25 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
42
+ | PPE-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.664 ms | 0 - 134 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
43
  | PPE-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.656 ms | 1 - 74 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
44
+ | PPE-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.268 ms | 0 - 20 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
45
  | PPE-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.238 ms | 0 - 16 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
46
+ | PPE-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.113 ms | 0 - 19 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
47
  | PPE-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.036 ms | 0 - 15 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
48
+ | PPE-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.671 ms | 0 - 137 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
49
  | PPE-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.664 ms | 1 - 73 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
50
+ | PPE-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.821 ms | 0 - 19 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
51
  | PPE-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.764 ms | 0 - 18 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
52
+ | PPE-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.671 ms | 0 - 134 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
53
  | PPE-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.664 ms | 1 - 73 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
54
+ | PPE-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.268 ms | 0 - 20 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
55
  | PPE-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.238 ms | 0 - 16 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
56
+ | PPE-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.669 ms | 0 - 135 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
57
  | PPE-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.663 ms | 0 - 72 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
58
  | PPE-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.915 ms | 0 - 60 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
59
+ | PPE-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.483 ms | 0 - 36 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
60
  | PPE-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.471 ms | 1 - 28 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
61
  | PPE-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.643 ms | 0 - 30 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
62
+ | PPE-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.418 ms | 0 - 19 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
63
  | PPE-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.44 ms | 1 - 23 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
64
  | PPE-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.643 ms | 1 - 22 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
65
  | PPE-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.768 ms | 55 - 55 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
66
  | PPE-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.967 ms | 13 - 13 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
67
+ | PPE-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.43 ms | 0 - 16 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
68
+ | PPE-Detection | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.696 ms | 0 - 31 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
69
+ | PPE-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.468 ms | 0 - 48 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
70
+ | PPE-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.667 ms | 0 - 16 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
71
+ | PPE-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 2.914 ms | 0 - 25 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
72
+ | PPE-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.43 ms | 0 - 16 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
73
+ | PPE-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.461 ms | 0 - 47 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
74
+ | PPE-Detection | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.047 ms | 0 - 22 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
75
+ | PPE-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.47 ms | 0 - 48 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
76
+ | PPE-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.667 ms | 0 - 16 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
77
+ | PPE-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.472 ms | 0 - 48 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
78
+ | PPE-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.677 ms | 0 - 60 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.onnx) |
79
+ | PPE-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.316 ms | 0 - 35 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
80
+ | PPE-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.461 ms | 0 - 30 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.onnx) |
81
+ | PPE-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.257 ms | 0 - 26 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
82
+ | PPE-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.484 ms | 0 - 23 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.onnx) |
83
+ | PPE-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.62 ms | 45 - 45 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
84
+ | PPE-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.728 ms | 6 - 6 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.onnx) |
85
+ | PPE-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.85 ms | 0 - 15 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
86
+ | PPE-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.817 ms | 0 - 16 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
87
+ | PPE-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.355 ms | 0 - 29 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
88
+ | PPE-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.496 ms | 0 - 36 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
89
+ | PPE-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.244 ms | 0 - 51 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
90
+ | PPE-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.243 ms | 0 - 51 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
91
+ | PPE-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.444 ms | 0 - 17 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
92
+ | PPE-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.418 ms | 0 - 17 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
93
+ | PPE-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 1.379 ms | 0 - 26 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
94
+ | PPE-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 1.792 ms | 0 - 27 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
95
+ | PPE-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 5.089 ms | 0 - 2 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
96
+ | PPE-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.85 ms | 0 - 15 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
97
+ | PPE-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.817 ms | 0 - 16 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
98
+ | PPE-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.246 ms | 0 - 50 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
99
+ | PPE-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.246 ms | 0 - 50 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
100
+ | PPE-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.727 ms | 0 - 16 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
101
+ | PPE-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.676 ms | 0 - 22 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
102
+ | PPE-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.244 ms | 0 - 51 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
103
+ | PPE-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.245 ms | 0 - 50 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
104
+ | PPE-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.444 ms | 0 - 17 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
105
+ | PPE-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.418 ms | 0 - 17 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
106
+ | PPE-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.247 ms | 0 - 51 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
107
+ | PPE-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.228 ms | 0 - 52 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
108
+ | PPE-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.366 ms | 0 - 49 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.onnx) |
109
+ | PPE-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.184 ms | 0 - 37 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
110
+ | PPE-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.187 ms | 0 - 36 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
111
+ | PPE-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.264 ms | 0 - 38 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.onnx) |
112
+ | PPE-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.178 ms | 0 - 17 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
113
+ | PPE-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.167 ms | 0 - 22 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
114
+ | PPE-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.292 ms | 0 - 23 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.onnx) |
115
+ | PPE-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.341 ms | 40 - 40 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
116
+ | PPE-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.38 ms | 6 - 6 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.onnx) |
117
 
118
 
119
 
 
171
  ```bash
172
  python -m qai_hub_models.models.gear_guard_net.export
173
  ```
174
+
 
 
 
 
 
 
 
 
 
 
175
 
176
 
177
  ## How does this work?
precompiled/qualcomm-qcs6490-proxy/PPE-Detection_w8a16.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:931426286f0a572afe0c4841ce1244fbe4e4db63dd9d5a266e5ea878a9e7f0ae
3
  size 9905576
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0f5a3659634807498b5ac2cf231df5096cfe94d1300ad7f59bddf54a76b31d76
3
  size 9905576
precompiled/qualcomm-qcs6490-proxy/PPE-Detection_w8a8.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4c6f616408898fdbc9c6dce01ffea4d5597291f5fccac467f897de7b1e3f610d
3
  size 9905576
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2408c030028fd69bebb0462277f3250dea3e783b57094677559d5e34f50f5262
3
  size 9905576
precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ sdk_versions:
2
+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
precompiled/qualcomm-snapdragon-x-elite/PPE-Detection.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:2abc3d3dfd51ff2a3678aeed67b2cf55eb5c61087bfe657a38c42c3064209532
3
  size 11690323
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:412d6e38315b2813a9a4841ca5e1437e71918c2b7ef4af1704db3902669b6e88
3
  size 11690323
precompiled/qualcomm-snapdragon-x-elite/PPE-Detection_w8a16.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:677188e9c8d9a0afbc28051b4ad47e2575e0150a788a9f2a962563f8d30c6849
3
  size 6829424
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6a45c86111342924b6945f2396ece173688a3675405d8166a239665bd6de0122
3
  size 6829424
precompiled/qualcomm-snapdragon-x-elite/PPE-Detection_w8a16.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ebc24668e3f5614b716ef9008d783f274c4365d28c59d3b2e30c7b84418fe081
3
- size 5376429
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9215a7e39711713f90ce477964b62247339991312217ab84521f70dc87d2c70d
3
+ size 5376851
precompiled/qualcomm-snapdragon-x-elite/PPE-Detection_w8a8.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e56bb15ee9aa50ce748090629c78599e63b1ecc703a1b81a7cfed0617705c7f6
3
  size 6739312
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d68a120706d85711e3e9cc9a4b9256d372aca35c4e99ccf6e29743010bec2e8d
3
  size 6739312
precompiled/qualcomm-snapdragon-x-elite/PPE-Detection_w8a8.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7e29d7780a2e316dd2f78d964d604d3525ddeec20dd21596648cd96a7d1aef50
3
- size 5345109
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8c3c5fa43573104f8df12240adb8a0d489b667f99a226c78016e239cb20cdda7
3
+ size 5344978
precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ sdk_versions:
2
+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
4
+ precompiled_qnn_onnx:
5
+ qairt: 2.33.2.250410134701_117956