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MediaPipe-Face-Detection

Object Detection
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LiteRT
real_time
android
Model card Files
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v0.32.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.32.0 for changelog.

Files changed (10) hide show
  1. .gitattributes +1 -0
  2. DEPLOYMENT_MODEL_LICENSE.pdf +3 -0
  3. LICENSE +2 -0
  4. MediaPipe-Face-Detection_FaceDetector.onnx +2 -2
  5. MediaPipe-Face-Detection_FaceDetector_w8a8.dlc +2 -2
  6. MediaPipe-Face-Detection_FaceDetector_w8a8.onnx +2 -2
  7. MediaPipe-Face-Detection_FaceLandmarkDetector.onnx +2 -2
  8. MediaPipe-Face-Detection_FaceLandmarkDetector_w8a8.dlc +2 -2
  9. MediaPipe-Face-Detection_FaceLandmarkDetector_w8a8.onnx +2 -2
  10. README.md +77 -75
.gitattributes CHANGED
@@ -43,3 +43,4 @@ MediaPipe-Face-Detection_FaceDetector.dlc filter=lfs diff=lfs merge=lfs -text
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  MediaPipe-Face-Detection_FaceDetector_w8a8.dlc filter=lfs diff=lfs merge=lfs -text
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  MediaPipe-Face-Detection_FaceLandmarkDetector.dlc filter=lfs diff=lfs merge=lfs -text
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  MediaPipe-Face-Detection_FaceLandmarkDetector_w8a8.dlc filter=lfs diff=lfs merge=lfs -text
 
 
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  MediaPipe-Face-Detection_FaceDetector_w8a8.dlc filter=lfs diff=lfs merge=lfs -text
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  MediaPipe-Face-Detection_FaceLandmarkDetector.dlc filter=lfs diff=lfs merge=lfs -text
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  MediaPipe-Face-Detection_FaceLandmarkDetector_w8a8.dlc filter=lfs diff=lfs merge=lfs -text
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+ DEPLOYMENT_MODEL_LICENSE.pdf filter=lfs diff=lfs merge=lfs -text
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LICENSE ADDED
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+ The license of the original trained model can be found at https://github.com/zmurez/MediaPipePyTorch/blob/master/LICENSE.
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+ The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
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README.md CHANGED
@@ -29,11 +29,13 @@ More details on model performance across various devices, can be found
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  - **Model Type:** Model_use_case.object_detection
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  - **Model Stats:**
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  - Input resolution: 256x256
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- - Number of parameters (MediaPipeFaceDetector): 135K
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- - Model size (MediaPipeFaceDetector): 565 KB
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- - Number of parameters (MediaPipeFaceLandmarkDetector): 603K
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- - Model size (MediaPipeFaceLandmarkDetector): 2.34 MB
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  - Number of output classes: 6
 
 
 
 
 
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
@@ -57,15 +59,15 @@ More details on model performance across various devices, can be found
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  | FaceDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.022 ms | 1 - 18 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.dlc) |
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  | FaceDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.551 ms | 0 - 6 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
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  | FaceDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.533 ms | 1 - 8 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.dlc) |
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- | FaceDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.806 ms | 2 - 9 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
61
  | FaceDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.395 ms | 0 - 26 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
62
  | FaceDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.376 ms | 0 - 29 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.dlc) |
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- | FaceDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.605 ms | 0 - 26 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
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  | FaceDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.412 ms | 0 - 23 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
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  | FaceDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.326 ms | 2 - 23 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.dlc) |
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- | FaceDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.603 ms | 1 - 21 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
67
  | FaceDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.69 ms | 7 - 7 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.dlc) |
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- | FaceDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.87 ms | 2 - 2 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
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  | FaceLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.856 ms | 0 - 14 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
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  | FaceLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.841 ms | 0 - 13 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.dlc) |
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  | FaceLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.27 ms | 0 - 27 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
@@ -86,79 +88,79 @@ More details on model performance across various devices, can be found
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  | FaceLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.445 ms | 0 - 15 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.dlc) |
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  | FaceLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.186 ms | 0 - 9 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
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  | FaceLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.216 ms | 0 - 10 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.dlc) |
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- | FaceLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.37 ms | 0 - 9 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
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  | FaceLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.137 ms | 0 - 30 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
91
  | FaceLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.158 ms | 0 - 26 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.dlc) |
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- | FaceLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.269 ms | 0 - 23 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
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  | FaceLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.186 ms | 0 - 17 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
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  | FaceLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.134 ms | 0 - 18 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.dlc) |
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- | FaceLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.298 ms | 0 - 17 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
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  | FaceLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.316 ms | 5 - 5 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.dlc) |
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- | FaceLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.375 ms | 0 - 0 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
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- | FaceDetector | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.682 ms | 0 - 17 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
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- | FaceDetector | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.66 ms | 0 - 17 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
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- | FaceDetector | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.293 ms | 0 - 26 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
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- | FaceDetector | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.276 ms | 0 - 29 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
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- | FaceDetector | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.233 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
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- | FaceDetector | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.217 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
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- | FaceDetector | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.436 ms | 0 - 18 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
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- | FaceDetector | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.424 ms | 0 - 19 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
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- | FaceDetector | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.607 ms | 0 - 21 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
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- | FaceDetector | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 0.641 ms | 0 - 21 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
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- | FaceDetector | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 4.896 ms | 0 - 3 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
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- | FaceDetector | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.682 ms | 0 - 17 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
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- | FaceDetector | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.66 ms | 0 - 17 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
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  | FaceDetector | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.229 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
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- | FaceDetector | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.227 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
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- | FaceDetector | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.55 ms | 0 - 27 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
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- | FaceDetector | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.55 ms | 0 - 23 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
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- | FaceDetector | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.232 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
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- | FaceDetector | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.224 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
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- | FaceDetector | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.436 ms | 0 - 18 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
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- | FaceDetector | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.424 ms | 0 - 19 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
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- | FaceDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.229 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
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- | FaceDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.227 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
121
- | FaceDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.37 ms | 0 - 10 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
122
- | FaceDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.152 ms | 0 - 25 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
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- | FaceDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.154 ms | 0 - 30 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
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- | FaceDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.236 ms | 0 - 32 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
125
- | FaceDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.132 ms | 0 - 24 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
126
- | FaceDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.15 ms | 0 - 24 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
127
- | FaceDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.301 ms | 0 - 24 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
128
- | FaceDetector | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.319 ms | 1 - 1 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
129
- | FaceDetector | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.37 ms | 1 - 1 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
130
- | FaceLandmarkDetector | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.493 ms | 0 - 13 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
131
- | FaceLandmarkDetector | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.458 ms | 0 - 13 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
132
- | FaceLandmarkDetector | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.189 ms | 0 - 29 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
133
- | FaceLandmarkDetector | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.199 ms | 0 - 28 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
134
  | FaceLandmarkDetector | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.157 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
135
- | FaceLandmarkDetector | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.143 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
136
- | FaceLandmarkDetector | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.356 ms | 0 - 15 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
137
- | FaceLandmarkDetector | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.313 ms | 0 - 15 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
138
- | FaceLandmarkDetector | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.388 ms | 0 - 17 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
139
- | FaceLandmarkDetector | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 0.379 ms | 0 - 17 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
140
- | FaceLandmarkDetector | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 2.804 ms | 0 - 3 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
141
- | FaceLandmarkDetector | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.493 ms | 0 - 13 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
142
- | FaceLandmarkDetector | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.458 ms | 0 - 13 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
143
- | FaceLandmarkDetector | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.155 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
144
- | FaceLandmarkDetector | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.149 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
145
- | FaceLandmarkDetector | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.461 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
146
- | FaceLandmarkDetector | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.435 ms | 0 - 21 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
147
  | FaceLandmarkDetector | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.155 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
148
- | FaceLandmarkDetector | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.149 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
149
- | FaceLandmarkDetector | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.356 ms | 0 - 15 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
150
- | FaceLandmarkDetector | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.313 ms | 0 - 15 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
151
- | FaceLandmarkDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.156 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
152
- | FaceLandmarkDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.151 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
153
- | FaceLandmarkDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.287 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
154
- | FaceLandmarkDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.11 ms | 0 - 29 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
155
- | FaceLandmarkDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.11 ms | 0 - 25 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
156
- | FaceLandmarkDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.226 ms | 0 - 30 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
157
- | FaceLandmarkDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.121 ms | 0 - 22 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
158
- | FaceLandmarkDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.12 ms | 0 - 20 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
159
- | FaceLandmarkDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.272 ms | 0 - 20 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
160
- | FaceLandmarkDetector | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.239 ms | 5 - 5 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
161
- | FaceLandmarkDetector | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.304 ms | 0 - 0 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
162
 
163
 
164
 
@@ -222,8 +224,8 @@ Profiling Results
222
  FaceDetector
223
  Device : cs_8275 (ANDROID 14)
224
  Runtime : TFLITE
225
- Estimated inference time (ms) : 0.7
226
- Estimated peak memory usage (MB): [0, 17]
227
  Total # Ops : 114
228
  Compute Unit(s) : npu (114 ops) gpu (0 ops) cpu (0 ops)
229
 
 
29
  - **Model Type:** Model_use_case.object_detection
30
  - **Model Stats:**
31
  - Input resolution: 256x256
 
 
 
 
32
  - Number of output classes: 6
33
+ - Number of parameters (FaceDetector): 135K
34
+ - Model size (FaceDetector) (w8a8): 260 KB
35
+ - Number of parameters (FaceLandmarkDetector): 603K
36
+ - Model size (FaceLandmarkDetector) (w8a8): 750 KB
37
+ - Model size (FaceDetector) (float): 557 KB
38
+ - Model size (FaceLandmarkDetector) (float): 2.33 MB
39
 
40
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
41
  |---|---|---|---|---|---|---|---|---|
 
59
  | FaceDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.022 ms | 1 - 18 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.dlc) |
60
  | FaceDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.551 ms | 0 - 6 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
61
  | FaceDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.533 ms | 1 - 8 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.dlc) |
62
+ | FaceDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.836 ms | 1 - 8 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
63
  | FaceDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.395 ms | 0 - 26 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
64
  | FaceDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.376 ms | 0 - 29 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.dlc) |
65
+ | FaceDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.575 ms | 0 - 28 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
66
  | FaceDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.412 ms | 0 - 23 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
67
  | FaceDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.326 ms | 2 - 23 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.dlc) |
68
+ | FaceDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.621 ms | 1 - 23 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
69
  | FaceDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.69 ms | 7 - 7 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.dlc) |
70
+ | FaceDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.879 ms | 2 - 2 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
71
  | FaceLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.856 ms | 0 - 14 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
72
  | FaceLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.841 ms | 0 - 13 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.dlc) |
73
  | FaceLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.27 ms | 0 - 27 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
 
88
  | FaceLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.445 ms | 0 - 15 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.dlc) |
89
  | FaceLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.186 ms | 0 - 9 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
90
  | FaceLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.216 ms | 0 - 10 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.dlc) |
91
+ | FaceLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.379 ms | 0 - 8 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
92
  | FaceLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.137 ms | 0 - 30 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
93
  | FaceLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.158 ms | 0 - 26 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.dlc) |
94
+ | FaceLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.256 ms | 0 - 21 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
95
  | FaceLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.186 ms | 0 - 17 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
96
  | FaceLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.134 ms | 0 - 18 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.dlc) |
97
+ | FaceLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.323 ms | 0 - 17 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
98
  | FaceLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.316 ms | 5 - 5 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.dlc) |
99
+ | FaceLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.371 ms | 0 - 0 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
100
+ | FaceDetector | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.647 ms | 0 - 18 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
101
+ | FaceDetector | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.645 ms | 0 - 18 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
102
+ | FaceDetector | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.275 ms | 0 - 33 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
103
+ | FaceDetector | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.288 ms | 0 - 23 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
104
+ | FaceDetector | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.237 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
105
+ | FaceDetector | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.228 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
106
+ | FaceDetector | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.452 ms | 0 - 19 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
107
+ | FaceDetector | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.429 ms | 0 - 20 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
108
+ | FaceDetector | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.617 ms | 0 - 20 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
109
+ | FaceDetector | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 0.667 ms | 0 - 22 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
110
+ | FaceDetector | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 4.989 ms | 0 - 2 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
111
+ | FaceDetector | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.647 ms | 0 - 18 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
112
+ | FaceDetector | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.645 ms | 0 - 18 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
113
  | FaceDetector | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.229 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
114
+ | FaceDetector | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.232 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
115
+ | FaceDetector | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.589 ms | 0 - 25 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
116
+ | FaceDetector | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.551 ms | 0 - 20 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
117
+ | FaceDetector | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.226 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
118
+ | FaceDetector | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.228 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
119
+ | FaceDetector | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.452 ms | 0 - 19 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
120
+ | FaceDetector | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.429 ms | 0 - 20 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
121
+ | FaceDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.231 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
122
+ | FaceDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.23 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
123
+ | FaceDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.379 ms | 0 - 10 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
124
+ | FaceDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.146 ms | 0 - 29 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
125
+ | FaceDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.153 ms | 0 - 33 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
126
+ | FaceDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.238 ms | 0 - 27 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
127
+ | FaceDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.162 ms | 0 - 24 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
128
+ | FaceDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.175 ms | 0 - 24 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
129
+ | FaceDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.237 ms | 0 - 22 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
130
+ | FaceDetector | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.321 ms | 1 - 1 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
131
+ | FaceDetector | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.372 ms | 1 - 1 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
132
+ | FaceLandmarkDetector | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.496 ms | 0 - 13 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
133
+ | FaceLandmarkDetector | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.472 ms | 0 - 13 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
134
+ | FaceLandmarkDetector | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.186 ms | 0 - 25 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
135
+ | FaceLandmarkDetector | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.195 ms | 0 - 25 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
136
  | FaceLandmarkDetector | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.157 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
137
+ | FaceLandmarkDetector | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.153 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
138
+ | FaceLandmarkDetector | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.343 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
139
+ | FaceLandmarkDetector | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.321 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
140
+ | FaceLandmarkDetector | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.382 ms | 0 - 17 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
141
+ | FaceLandmarkDetector | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 0.411 ms | 0 - 17 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
142
+ | FaceLandmarkDetector | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 2.578 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
143
+ | FaceLandmarkDetector | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.496 ms | 0 - 13 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
144
+ | FaceLandmarkDetector | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.472 ms | 0 - 13 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
145
+ | FaceLandmarkDetector | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.162 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
146
+ | FaceLandmarkDetector | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.155 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
147
+ | FaceLandmarkDetector | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.467 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
148
+ | FaceLandmarkDetector | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.444 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
149
  | FaceLandmarkDetector | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.155 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
150
+ | FaceLandmarkDetector | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.15 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
151
+ | FaceLandmarkDetector | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.343 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
152
+ | FaceLandmarkDetector | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.321 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
153
+ | FaceLandmarkDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.16 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
154
+ | FaceLandmarkDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.152 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
155
+ | FaceLandmarkDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.298 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
156
+ | FaceLandmarkDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.108 ms | 0 - 20 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
157
+ | FaceLandmarkDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.109 ms | 0 - 23 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
158
+ | FaceLandmarkDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.2 ms | 0 - 30 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
159
+ | FaceLandmarkDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.119 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
160
+ | FaceLandmarkDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.094 ms | 0 - 20 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
161
+ | FaceLandmarkDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.273 ms | 0 - 19 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
162
+ | FaceLandmarkDetector | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.237 ms | 5 - 5 MB | NPU | [MediaPipe-Face-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.dlc) |
163
+ | FaceLandmarkDetector | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.301 ms | 0 - 0 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
164
 
165
 
166
 
 
224
  FaceDetector
225
  Device : cs_8275 (ANDROID 14)
226
  Runtime : TFLITE
227
+ Estimated inference time (ms) : 0.6
228
+ Estimated peak memory usage (MB): [0, 18]
229
  Total # Ops : 114
230
  Compute Unit(s) : npu (114 ops) gpu (0 ops) cpu (0 ops)
231