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Posenet-Mobilenet-Quantized

Keypoint Detection
PyTorch
LiteRT
quantized
android
Model card Files 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: apache-2.0
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- pipeline_tag: keypoint-detection
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  tags:
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  - quantized
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  - android
 
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  ---
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@@ -35,30 +35,34 @@ 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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- | Posenet-Mobilenet-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.564 ms | 0 - 13 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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- | Posenet-Mobilenet-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.639 ms | 0 - 13 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.so](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.so) |
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- | Posenet-Mobilenet-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.391 ms | 0 - 29 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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- | Posenet-Mobilenet-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.442 ms | 0 - 26 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.so](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.so) |
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- | Posenet-Mobilenet-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.465 ms | 0 - 24 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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- | Posenet-Mobilenet-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.461 ms | 0 - 25 MB | INT8 | NPU | Use Export Script |
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- | Posenet-Mobilenet-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 2.24 ms | 0 - 22 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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- | Posenet-Mobilenet-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 2.901 ms | 0 - 12 MB | INT8 | NPU | Use Export Script |
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- | Posenet-Mobilenet-Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 13.613 ms | 0 - 8 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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- | Posenet-Mobilenet-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.564 ms | 0 - 12 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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- | Posenet-Mobilenet-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.561 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | Posenet-Mobilenet-Quantized | SA7255P ADP | SA7255P | TFLITE | 7.853 ms | 0 - 17 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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- | Posenet-Mobilenet-Quantized | SA7255P ADP | SA7255P | QNN | 8.108 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | Posenet-Mobilenet-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.568 ms | 0 - 13 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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- | Posenet-Mobilenet-Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.565 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | Posenet-Mobilenet-Quantized | SA8295P ADP | SA8295P | TFLITE | 1.227 ms | 0 - 24 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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- | Posenet-Mobilenet-Quantized | SA8295P ADP | SA8295P | QNN | 1.342 ms | 0 - 15 MB | INT8 | NPU | Use Export Script |
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- | Posenet-Mobilenet-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.567 ms | 0 - 12 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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- | Posenet-Mobilenet-Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.562 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | Posenet-Mobilenet-Quantized | SA8775P ADP | SA8775P | TFLITE | 0.98 ms | 0 - 18 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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- | Posenet-Mobilenet-Quantized | SA8775P ADP | SA8775P | QNN | 1.117 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | Posenet-Mobilenet-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.755 ms | 0 - 30 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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- | Posenet-Mobilenet-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.796 ms | 0 - 23 MB | INT8 | NPU | Use Export Script |
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- | Posenet-Mobilenet-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.689 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
 
 
 
 
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@@ -68,7 +72,7 @@ More details on model performance across various devices, can be found
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  Install the package via pip:
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  ```bash
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- pip install qai-hub-models
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  ```
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1
  ---
2
  library_name: pytorch
3
  license: apache-2.0
 
4
  tags:
5
  - quantized
6
  - android
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+ pipeline_tag: keypoint-detection
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9
  ---
10
 
 
35
 
36
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | Posenet-Mobilenet-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.561 ms | 0 - 13 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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+ | Posenet-Mobilenet-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.561 ms | 0 - 3 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.so](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.so) |
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+ | Posenet-Mobilenet-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.394 ms | 0 - 28 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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+ | Posenet-Mobilenet-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.397 ms | 0 - 19 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.so](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.so) |
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+ | Posenet-Mobilenet-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.462 ms | 0 - 25 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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+ | Posenet-Mobilenet-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.465 ms | 0 - 25 MB | INT8 | NPU | Use Export Script |
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+ | Posenet-Mobilenet-Quantized | SA7255P ADP | SA7255P | TFLITE | 7.825 ms | 0 - 16 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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+ | Posenet-Mobilenet-Quantized | SA7255P ADP | SA7255P | QNN | 8.069 ms | 0 - 8 MB | INT8 | NPU | Use Export Script |
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+ | Posenet-Mobilenet-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.57 ms | 0 - 12 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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+ | Posenet-Mobilenet-Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.563 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | Posenet-Mobilenet-Quantized | SA8295P ADP | SA8295P | TFLITE | 1.206 ms | 0 - 18 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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+ | Posenet-Mobilenet-Quantized | SA8295P ADP | SA8295P | QNN | 1.592 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | Posenet-Mobilenet-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.568 ms | 0 - 12 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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+ | Posenet-Mobilenet-Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.56 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | Posenet-Mobilenet-Quantized | SA8775P ADP | SA8775P | TFLITE | 0.981 ms | 0 - 15 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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+ | Posenet-Mobilenet-Quantized | SA8775P ADP | SA8775P | QNN | 1.133 ms | 0 - 8 MB | INT8 | NPU | Use Export Script |
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+ | Posenet-Mobilenet-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 2.168 ms | 0 - 22 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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+ | Posenet-Mobilenet-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 3.021 ms | 0 - 12 MB | INT8 | NPU | Use Export Script |
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+ | Posenet-Mobilenet-Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 14.147 ms | 0 - 7 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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+ | Posenet-Mobilenet-Quantized | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 7.825 ms | 0 - 16 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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+ | Posenet-Mobilenet-Quantized | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 8.069 ms | 0 - 8 MB | INT8 | NPU | Use Export Script |
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+ | Posenet-Mobilenet-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.559 ms | 0 - 5 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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+ | Posenet-Mobilenet-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.563 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | Posenet-Mobilenet-Quantized | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.981 ms | 0 - 15 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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+ | Posenet-Mobilenet-Quantized | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.133 ms | 0 - 8 MB | INT8 | NPU | Use Export Script |
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+ | Posenet-Mobilenet-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.729 ms | 0 - 22 MB | INT8 | NPU | [Posenet-Mobilenet-Quantized.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet-Quantized/blob/main/Posenet-Mobilenet-Quantized.tflite) |
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+ | Posenet-Mobilenet-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.854 ms | 0 - 24 MB | INT8 | NPU | Use Export Script |
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+ | Posenet-Mobilenet-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.687 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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  Install the package via pip:
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  ```bash
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+ pip install "qai-hub-models[posenet-mobilenet-quantized]"
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  ```
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