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PPE-Detection

Object Detection
PyTorch
LiteRT
ONNX
real_time
android
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@@ -36,35 +36,35 @@ 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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- | PPE-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.669 ms | 0 - 80 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.732 ms | 1 - 3 MB | FP16 | NPU | [PPE-Detection.so](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.so) |
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- | PPE-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.096 ms | 0 - 47 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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- | PPE-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.492 ms | 0 - 22 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.535 ms | 1 - 21 MB | FP16 | NPU | [PPE-Detection.so](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.so) |
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- | PPE-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.837 ms | 0 - 29 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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- | PPE-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.558 ms | 0 - 24 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.544 ms | 1 - 22 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.837 ms | 1 - 21 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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- | PPE-Detection | SA7255P ADP | SA7255P | TFLITE | 28.918 ms | 0 - 12 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | SA7255P ADP | SA7255P | QNN | 29.194 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.676 ms | 0 - 70 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.741 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | SA8295P ADP | SA8295P | TFLITE | 1.806 ms | 0 - 13 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | SA8295P ADP | SA8295P | QNN | 2.172 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.678 ms | 0 - 79 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.738 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | SA8775P ADP | SA8775P | TFLITE | 1.54 ms | 0 - 12 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | SA8775P ADP | SA8775P | QNN | 1.76 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 28.918 ms | 0 - 12 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 29.194 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.675 ms | 0 - 79 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.734 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.54 ms | 0 - 12 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.76 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.406 ms | 0 - 18 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.473 ms | 1 - 22 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.855 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.175 ms | 13 - 13 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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@@ -129,7 +129,7 @@ PPE-Detection
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.7
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- Estimated peak memory usage (MB): [0, 80]
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  Total # Ops : 77
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  Compute Unit(s) : NPU (77 ops)
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  ```
@@ -249,7 +249,7 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
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  ## License
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  * The license for the original implementation of PPE-Detection can be found
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- [here](https://github.com/qcom-ai-hub/ai-hub-models-internal/blob/main/LICENSE).
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  * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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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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+ | PPE-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.674 ms | 0 - 124 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.657 ms | 1 - 3 MB | FP16 | NPU | [PPE-Detection.so](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.so) |
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+ | PPE-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.966 ms | 0 - 44 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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+ | PPE-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.486 ms | 0 - 33 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.499 ms | 1 - 19 MB | FP16 | NPU | [PPE-Detection.so](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.so) |
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+ | PPE-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.671 ms | 0 - 35 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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+ | PPE-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.553 ms | 0 - 23 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.518 ms | 0 - 20 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.686 ms | 1 - 22 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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+ | PPE-Detection | SA7255P ADP | SA7255P | TFLITE | 28.939 ms | 0 - 15 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | SA7255P ADP | SA7255P | QNN | 28.927 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.673 ms | 0 - 127 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.658 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | SA8295P ADP | SA8295P | TFLITE | 1.855 ms | 0 - 20 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | SA8295P ADP | SA8295P | QNN | 1.761 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.676 ms | 0 - 127 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.66 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | SA8775P ADP | SA8775P | TFLITE | 1.559 ms | 0 - 16 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | SA8775P ADP | SA8775P | QNN | 1.496 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 28.939 ms | 0 - 15 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 28.927 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.679 ms | 0 - 127 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.658 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.559 ms | 0 - 16 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.496 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.444 ms | 0 - 28 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.463 ms | 1 - 27 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.767 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.95 ms | 12 - 12 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-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) : 0.7
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+ Estimated peak memory usage (MB): [0, 124]
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  Total # Ops : 77
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  Compute Unit(s) : NPU (77 ops)
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  ```
 
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  ## License
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  * The license for the original implementation of PPE-Detection can be found
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+ [here](https://github.com/quic/ai-hub-models/blob/main/LICENSE).
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  * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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