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Facial-Landmark-Detection

Keypoint Detection
PyTorch
LiteRT
backbone
android
Model card Files
xet
Community
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@@ -1,10 +1,10 @@
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  ---
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  library_name: pytorch
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  license: bsd-3-clause
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- pipeline_tag: keypoint-detection
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  tags:
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  - backbone
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  - android
 
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  ---
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@@ -34,30 +34,34 @@ More details on model performance across various devices, can be found
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | Facial-Landmark-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.305 ms | 0 - 56 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.362 ms | 0 - 3 MB | FP16 | NPU | [Facial-Landmark-Detection.so](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.so) |
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- | Facial-Landmark-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.468 ms | 0 - 36 MB | FP16 | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
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- | Facial-Landmark-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.233 ms | 0 - 24 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.277 ms | 0 - 23 MB | FP16 | NPU | [Facial-Landmark-Detection.so](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.so) |
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- | Facial-Landmark-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.383 ms | 0 - 21 MB | FP16 | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
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- | Facial-Landmark-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.251 ms | 0 - 15 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.238 ms | 0 - 16 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.322 ms | 0 - 17 MB | FP16 | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
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- | Facial-Landmark-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.299 ms | 0 - 36 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.35 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | SA7255P ADP | SA7255P | TFLITE | 6.332 ms | 0 - 11 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | SA7255P ADP | SA7255P | QNN | 6.55 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.293 ms | 0 - 45 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.35 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | SA8295P ADP | SA8295P | TFLITE | 0.699 ms | 0 - 16 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | SA8295P ADP | SA8295P | QNN | 0.951 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.301 ms | 0 - 45 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.348 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | SA8775P ADP | SA8775P | TFLITE | 0.615 ms | 0 - 11 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | SA8775P ADP | SA8775P | QNN | 0.889 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.427 ms | 0 - 20 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.512 ms | 0 - 19 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.434 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
 
 
 
 
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  | Facial-Landmark-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.457 ms | 13 - 13 MB | FP16 | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
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@@ -123,7 +127,7 @@ Facial-Landmark-Detection
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.3
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- Estimated peak memory usage (MB): [0, 56]
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  Total # Ops : 38
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  Compute Unit(s) : NPU (38 ops)
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  ```
 
1
  ---
2
  library_name: pytorch
3
  license: bsd-3-clause
 
4
  tags:
5
  - backbone
6
  - android
7
+ pipeline_tag: keypoint-detection
8
 
9
  ---
10
 
 
34
 
35
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
37
+ | Facial-Landmark-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.304 ms | 0 - 46 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.354 ms | 0 - 3 MB | FP16 | NPU | [Facial-Landmark-Detection.so](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.so) |
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+ | Facial-Landmark-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.483 ms | 0 - 57 MB | FP16 | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
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+ | Facial-Landmark-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.222 ms | 0 - 19 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.273 ms | 0 - 19 MB | FP16 | NPU | [Facial-Landmark-Detection.so](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.so) |
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+ | Facial-Landmark-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.37 ms | 0 - 21 MB | FP16 | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
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+ | Facial-Landmark-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.251 ms | 0 - 17 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.3 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.351 ms | 0 - 15 MB | FP16 | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
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+ | Facial-Landmark-Detection | SA7255P ADP | SA7255P | TFLITE | 6.363 ms | 0 - 8 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | SA7255P ADP | SA7255P | QNN | 6.631 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.3 ms | 0 - 46 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.356 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | SA8295P ADP | SA8295P | TFLITE | 0.695 ms | 0 - 11 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | SA8295P ADP | SA8295P | QNN | 0.94 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.305 ms | 0 - 56 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.351 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | SA8775P ADP | SA8775P | TFLITE | 0.617 ms | 0 - 8 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | SA8775P ADP | SA8775P | QNN | 0.861 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 6.363 ms | 0 - 8 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 6.631 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.304 ms | 0 - 37 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.35 ms | 0 - 4 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.617 ms | 0 - 8 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.861 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.443 ms | 0 - 18 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.478 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.425 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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  | Facial-Landmark-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.457 ms | 13 - 13 MB | FP16 | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.3
130
+ Estimated peak memory usage (MB): [0, 46]
131
  Total # Ops : 38
132
  Compute Unit(s) : NPU (38 ops)
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  ```