Upload README.md with huggingface_hub
Browse files
README.md
CHANGED
@@ -34,10 +34,10 @@ More details on model performance across various devices, can be found
|
|
34 |
|
35 |
| Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
|
36 |
| ---|---|---|---|---|---|---|---|
|
37 |
-
| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite | 0.
|
38 |
-
| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite | 0.
|
39 |
-
| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 0.
|
40 |
-
| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 0.
|
41 |
|
42 |
|
43 |
## Installation
|
@@ -97,31 +97,17 @@ python -m qai_hub_models.models.mediapipe_face.export
|
|
97 |
```
|
98 |
Profile Job summary of MediaPipeFaceDetector
|
99 |
--------------------------------------------------
|
100 |
-
Device:
|
101 |
-
Estimated Inference Time: 0.
|
102 |
-
Estimated Peak Memory Range: 0.
|
103 |
-
Compute Units: NPU (
|
104 |
|
105 |
Profile Job summary of MediaPipeFaceLandmarkDetector
|
106 |
--------------------------------------------------
|
107 |
-
Device:
|
108 |
-
Estimated Inference Time: 0.
|
109 |
-
Estimated Peak Memory Range: 0.
|
110 |
-
Compute Units: NPU (
|
111 |
-
|
112 |
-
Profile Job summary of MediaPipeFaceDetector
|
113 |
-
--------------------------------------------------
|
114 |
-
Device: QCS8550 (Proxy) (12)
|
115 |
-
Estimated Inference Time: 0.84 ms
|
116 |
-
Estimated Peak Memory Range: 0.78-5.89 MB
|
117 |
-
Compute Units: NPU (148) | Total (148)
|
118 |
-
|
119 |
-
Profile Job summary of MediaPipeFaceLandmarkDetector
|
120 |
-
--------------------------------------------------
|
121 |
-
Device: QCS8550 (Proxy) (12)
|
122 |
-
Estimated Inference Time: 0.40 ms
|
123 |
-
Estimated Peak Memory Range: 0.44-77.67 MB
|
124 |
-
Compute Units: NPU (107) | Total (107)
|
125 |
|
126 |
|
127 |
```
|
|
|
34 |
|
35 |
| Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
|
36 |
| ---|---|---|---|---|---|---|---|
|
37 |
+
| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite | 0.815 ms | 0 - 2 MB | FP16 | NPU | [MediaPipeFaceDetector.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipeFaceDetector.tflite)
|
38 |
+
| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite | 0.325 ms | 0 - 4 MB | FP16 | NPU | [MediaPipeFaceLandmarkDetector.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipeFaceLandmarkDetector.tflite)
|
39 |
+
| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 0.843 ms | 1 - 7 MB | FP16 | NPU | [MediaPipeFaceDetector.so](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipeFaceDetector.so)
|
40 |
+
| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 0.4 ms | 0 - 40 MB | FP16 | NPU | [MediaPipeFaceLandmarkDetector.so](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipeFaceLandmarkDetector.so)
|
41 |
|
42 |
|
43 |
## Installation
|
|
|
97 |
```
|
98 |
Profile Job summary of MediaPipeFaceDetector
|
99 |
--------------------------------------------------
|
100 |
+
Device: Snapdragon X Elite CRD (11)
|
101 |
+
Estimated Inference Time: 0.93 ms
|
102 |
+
Estimated Peak Memory Range: 0.75-0.75 MB
|
103 |
+
Compute Units: NPU (147) | Total (147)
|
104 |
|
105 |
Profile Job summary of MediaPipeFaceLandmarkDetector
|
106 |
--------------------------------------------------
|
107 |
+
Device: Snapdragon X Elite CRD (11)
|
108 |
+
Estimated Inference Time: 0.55 ms
|
109 |
+
Estimated Peak Memory Range: 0.42-0.42 MB
|
110 |
+
Compute Units: NPU (106) | Total (106)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
111 |
|
112 |
|
113 |
```
|