Hugging Face's logo

qualcomm
/
MediaPipe-Hand-Detection

Object Detection
PyTorch
LiteRT
real_time
android
Model card Files
xet
Community
1
qaihm-bot commited on
Commit
09a4790
·
verified ·
1 Parent(s): ce74f49

v0.42.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.42.0 for changelog.

Files changed (5) hide show
  1. MediaPipe-Hand-Detection_HandDetector_float.dlc +2 -2
  2. MediaPipe-Hand-Detection_HandDetector_float.onnx.zip +1 -1
  3. MediaPipe-Hand-Detection_HandLandmarkDetector_float.dlc +2 -2
  4. MediaPipe-Hand-Detection_HandLandmarkDetector_float.onnx.zip +1 -1
  5. README.md +64 -64
MediaPipe-Hand-Detection_HandDetector_float.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a881a84c93ac309a421fd6b63efcffacb861726ce220ad7a5c6a413a25cd24ab
3
- size 7277820
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b3fdbf46a51229c004e819d6d05e86b35bc0cfc652c723e8da7e58ad4d8af9f2
3
+ size 7277924
MediaPipe-Hand-Detection_HandDetector_float.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f3841cfdfa0e7247fc0db6fca15a8372633ccf19e092341fe09f485adc9901ee
3
  size 6602281
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c88126acc0bcd58b964974e245b1e995b95775859e56bca157ace559bd7c4053
3
  size 6602281
MediaPipe-Hand-Detection_HandLandmarkDetector_float.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a12bf02344382f081a118d87178423a26267a5ebe653c9e4bb626758310624f7
3
- size 8274068
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cfe9137a5cc1c4450835a158ee88ae20cc5b7711206803f831265dfdbf9a814d
3
+ size 8274172
MediaPipe-Hand-Detection_HandLandmarkDetector_float.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:1390ba758a7f9fceef3987722f348c2c32b72b83b18745374f5206eeb6542486
3
  size 5052765
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8f5213c667cab4176a7ce01f0eda5c14ec5b6295be8ca8e7d60a36e345ec32ba
3
  size 5052765
README.md CHANGED
@@ -37,66 +37,66 @@ More details on model performance across various devices, can be found
37
 
38
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
- | HandDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.823 ms | 0 - 26 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
41
- | HandDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.748 ms | 1 - 28 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
42
- | HandDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.31 ms | 0 - 30 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
43
- | HandDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.374 ms | 1 - 34 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
44
- | HandDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.726 ms | 0 - 38 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
45
- | HandDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.727 ms | 0 - 34 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
46
- | HandDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.113 ms | 0 - 30 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
47
- | HandDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 5.181 ms | 0 - 27 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
48
- | HandDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 5.115 ms | 1 - 28 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
49
- | HandDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.823 ms | 0 - 26 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
50
- | HandDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.748 ms | 1 - 28 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
51
- | HandDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.73 ms | 0 - 37 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
52
- | HandDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.723 ms | 0 - 34 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
53
- | HandDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.763 ms | 0 - 28 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
54
- | HandDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.708 ms | 0 - 29 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
55
- | HandDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.73 ms | 0 - 38 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
56
- | HandDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.726 ms | 0 - 35 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
57
- | HandDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 5.181 ms | 0 - 27 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
58
- | HandDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 5.115 ms | 1 - 28 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
59
- | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.528 ms | 0 - 35 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
60
- | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.517 ms | 0 - 38 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
61
- | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.736 ms | 0 - 43 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
62
- | HandDetector | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.438 ms | 0 - 34 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
63
- | HandDetector | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.431 ms | 1 - 32 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
64
- | HandDetector | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.628 ms | 0 - 36 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
65
- | HandDetector | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.373 ms | 0 - 31 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
66
- | HandDetector | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.377 ms | 21 - 52 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
67
- | HandDetector | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.588 ms | 1 - 32 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
68
- | HandDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.884 ms | 26 - 26 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
69
- | HandDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.987 ms | 3 - 3 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
70
- | HandLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.403 ms | 0 - 27 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
71
- | HandLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.292 ms | 1 - 23 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
72
- | HandLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.796 ms | 0 - 37 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
73
- | HandLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.94 ms | 1 - 33 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
74
- | HandLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.022 ms | 0 - 70 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
75
- | HandLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.0 ms | 1 - 57 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
76
- | HandLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.421 ms | 8 - 64 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
77
- | HandLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.911 ms | 0 - 27 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
78
- | HandLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.873 ms | 1 - 23 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
79
- | HandLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.403 ms | 0 - 27 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
80
- | HandLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.292 ms | 1 - 23 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
81
- | HandLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.019 ms | 0 - 68 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
82
- | HandLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.995 ms | 1 - 59 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
83
- | HandLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.307 ms | 0 - 31 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
84
- | HandLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.25 ms | 0 - 26 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
85
- | HandLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.03 ms | 0 - 69 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
86
- | HandLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.996 ms | 0 - 59 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
87
- | HandLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.911 ms | 0 - 27 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
88
- | HandLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.873 ms | 1 - 23 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
89
- | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.751 ms | 0 - 42 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
90
- | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.748 ms | 1 - 36 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
91
- | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.961 ms | 0 - 40 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
92
- | HandLandmarkDetector | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.586 ms | 0 - 34 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
93
- | HandLandmarkDetector | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.592 ms | 1 - 25 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
94
- | HandLandmarkDetector | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.794 ms | 0 - 26 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
95
- | HandLandmarkDetector | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.502 ms | 0 - 27 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
96
- | HandLandmarkDetector | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.511 ms | 1 - 26 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
97
- | HandLandmarkDetector | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.741 ms | 1 - 32 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
98
- | HandLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.272 ms | 46 - 46 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
99
- | HandLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.36 ms | 6 - 6 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
100
 
101
 
102
 
@@ -110,9 +110,9 @@ pip install qai-hub-models
110
  ```
111
 
112
 
113
- ## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
114
 
115
- Sign-in to [Qualcomm® AI Hub](https://app.aihub.qualcomm.com/) with your
116
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
117
 
118
  With this API token, you can configure your client to run models on the cloud
@@ -120,7 +120,7 @@ hosted devices.
120
  ```bash
121
  qai-hub configure --api_token API_TOKEN
122
  ```
123
- Navigate to [docs](https://app.aihub.qualcomm.com/docs/) for more information.
124
 
125
 
126
 
@@ -231,7 +231,7 @@ With the output of the model, you can compute like PSNR, relative errors or
231
  spot check the output with expected output.
232
 
233
  **Note**: This on-device profiling and inference requires access to Qualcomm®
234
- AI Hub. [Sign up for access](https://myaccount.qualcomm.com/signup).
235
 
236
 
237
 
 
37
 
38
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
+ | HandDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.864 ms | 0 - 28 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
41
+ | HandDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.753 ms | 1 - 30 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
42
+ | HandDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.32 ms | 0 - 32 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
43
+ | HandDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.352 ms | 1 - 36 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
44
+ | HandDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.738 ms | 0 - 36 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
45
+ | HandDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.733 ms | 0 - 34 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
46
+ | HandDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.075 ms | 0 - 31 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
47
+ | HandDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.354 ms | 0 - 28 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
48
+ | HandDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.316 ms | 1 - 30 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
49
+ | HandDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.864 ms | 0 - 28 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
50
+ | HandDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.753 ms | 1 - 30 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
51
+ | HandDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.741 ms | 0 - 36 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
52
+ | HandDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.734 ms | 0 - 34 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
53
+ | HandDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.778 ms | 0 - 29 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
54
+ | HandDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.698 ms | 1 - 32 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
55
+ | HandDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.743 ms | 0 - 37 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
56
+ | HandDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.737 ms | 0 - 35 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
57
+ | HandDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.354 ms | 0 - 28 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
58
+ | HandDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.316 ms | 1 - 30 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
59
+ | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.533 ms | 0 - 38 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
60
+ | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.529 ms | 1 - 40 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
61
+ | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.731 ms | 0 - 45 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
62
+ | HandDetector | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.444 ms | 0 - 33 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
63
+ | HandDetector | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.438 ms | 1 - 36 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
64
+ | HandDetector | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.617 ms | 0 - 31 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
65
+ | HandDetector | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.376 ms | 0 - 28 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
66
+ | HandDetector | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.378 ms | 0 - 36 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
67
+ | HandDetector | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.598 ms | 0 - 36 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
68
+ | HandDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.916 ms | 26 - 26 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
69
+ | HandDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.982 ms | 3 - 3 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
70
+ | HandLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.359 ms | 0 - 29 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
71
+ | HandLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.304 ms | 1 - 24 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
72
+ | HandLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.808 ms | 0 - 47 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
73
+ | HandLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.968 ms | 1 - 36 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
74
+ | HandLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.023 ms | 0 - 69 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
75
+ | HandLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.988 ms | 0 - 58 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
76
+ | HandLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.349 ms | 0 - 61 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
77
+ | HandLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.908 ms | 0 - 29 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
78
+ | HandLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.891 ms | 0 - 24 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
79
+ | HandLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.359 ms | 0 - 29 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
80
+ | HandLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.304 ms | 1 - 24 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
81
+ | HandLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.031 ms | 0 - 69 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
82
+ | HandLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.997 ms | 1 - 58 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
83
+ | HandLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.297 ms | 0 - 32 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
84
+ | HandLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.208 ms | 0 - 27 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
85
+ | HandLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.018 ms | 0 - 69 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
86
+ | HandLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.003 ms | 0 - 58 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
87
+ | HandLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.908 ms | 0 - 29 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
88
+ | HandLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.891 ms | 0 - 24 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
89
+ | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.77 ms | 0 - 43 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
90
+ | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.755 ms | 1 - 42 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
91
+ | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.954 ms | 0 - 38 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
92
+ | HandLandmarkDetector | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.588 ms | 0 - 32 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
93
+ | HandLandmarkDetector | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.595 ms | 1 - 32 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
94
+ | HandLandmarkDetector | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.791 ms | 0 - 31 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
95
+ | HandLandmarkDetector | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.504 ms | 0 - 35 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
96
+ | HandLandmarkDetector | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.515 ms | 1 - 32 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
97
+ | HandLandmarkDetector | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.729 ms | 1 - 32 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
98
+ | HandLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.259 ms | 46 - 46 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
99
+ | HandLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.381 ms | 6 - 6 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
100
 
101
 
102
 
 
110
  ```
111
 
112
 
113
+ ## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
114
 
115
+ Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
116
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
117
 
118
  With this API token, you can configure your client to run models on the cloud
 
120
  ```bash
121
  qai-hub configure --api_token API_TOKEN
122
  ```
123
+ Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
124
 
125
 
126
 
 
231
  spot check the output with expected output.
232
 
233
  **Note**: This on-device profiling and inference requires access to Qualcomm®
234
+ AI Hub Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
235
 
236
 
237