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Yolo-v7

Object Detection
PyTorch
real_time
android
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@@ -35,29 +35,29 @@ 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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- | Yolo-v7 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 17.203 ms | 1 - 3 MB | FP16 | NPU | [Yolo-v7.tflite](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.tflite) |
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- | Yolo-v7 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 10.51 ms | 4 - 17 MB | FP16 | NPU | [Yolo-v7.so](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.so) |
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- | Yolo-v7 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 12.349 ms | 0 - 12 MB | FP16 | NPU | [Yolo-v7.onnx](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.onnx) |
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- | Yolo-v7 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 11.548 ms | 0 - 98 MB | FP16 | NPU | [Yolo-v7.tflite](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.tflite) |
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- | Yolo-v7 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 7.104 ms | 5 - 77 MB | FP16 | NPU | [Yolo-v7.so](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.so) |
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- | Yolo-v7 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 8.054 ms | 6 - 126 MB | FP16 | NPU | [Yolo-v7.onnx](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.onnx) |
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- | Yolo-v7 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 12.244 ms | 1 - 69 MB | FP16 | NPU | [Yolo-v7.tflite](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.tflite) |
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- | Yolo-v7 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 7.302 ms | 5 - 69 MB | FP16 | NPU | Use Export Script |
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- | Yolo-v7 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 8.102 ms | 6 - 85 MB | FP16 | NPU | [Yolo-v7.onnx](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.onnx) |
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- | Yolo-v7 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 17.151 ms | 1 - 2 MB | FP16 | NPU | [Yolo-v7.tflite](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.tflite) |
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- | Yolo-v7 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 10.322 ms | 5 - 6 MB | FP16 | NPU | Use Export Script |
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- | Yolo-v7 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 17.177 ms | 1 - 17 MB | FP16 | NPU | [Yolo-v7.tflite](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.tflite) |
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- | Yolo-v7 | SA8255 (Proxy) | SA8255P Proxy | QNN | 10.452 ms | 5 - 6 MB | FP16 | NPU | Use Export Script |
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- | Yolo-v7 | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 17.187 ms | 1 - 3 MB | FP16 | NPU | [Yolo-v7.tflite](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.tflite) |
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- | Yolo-v7 | SA8775 (Proxy) | SA8775P Proxy | QNN | 10.453 ms | 5 - 6 MB | FP16 | NPU | Use Export Script |
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- | Yolo-v7 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 17.078 ms | 1 - 3 MB | FP16 | NPU | [Yolo-v7.tflite](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.tflite) |
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- | Yolo-v7 | SA8650 (Proxy) | SA8650P Proxy | QNN | 10.453 ms | 5 - 6 MB | FP16 | NPU | Use Export Script |
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- | Yolo-v7 | SA8295P ADP | SA8295P | TFLITE | 21.634 ms | 1 - 73 MB | FP16 | NPU | [Yolo-v7.tflite](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.tflite) |
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- | Yolo-v7 | SA8295P ADP | SA8295P | QNN | 13.641 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | Yolo-v7 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 19.528 ms | 1 - 104 MB | FP16 | NPU | [Yolo-v7.tflite](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.tflite) |
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- | Yolo-v7 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 12.615 ms | 5 - 60 MB | FP16 | NPU | Use Export Script |
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- | Yolo-v7 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 10.995 ms | 5 - 5 MB | FP16 | NPU | Use Export Script |
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- | Yolo-v7 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.127 ms | 10 - 10 MB | FP16 | NPU | [Yolo-v7.onnx](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.onnx) |
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@@ -123,7 +123,7 @@ Yolo-v7
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 17.2
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- Estimated peak memory usage (MB): [1, 3]
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  Total # Ops : 215
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  Compute Unit(s) : NPU (215 ops)
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  ```
 
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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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+ | Yolo-v7 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 17.203 ms | 0 - 10 MB | FP16 | NPU | [Yolo-v7.tflite](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.tflite) |
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+ | Yolo-v7 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 10.583 ms | 5 - 21 MB | FP16 | NPU | [Yolo-v7.so](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.so) |
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+ | Yolo-v7 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 12.221 ms | 0 - 13 MB | FP16 | NPU | [Yolo-v7.onnx](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.onnx) |
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+ | Yolo-v7 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 11.527 ms | 0 - 99 MB | FP16 | NPU | [Yolo-v7.tflite](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.tflite) |
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+ | Yolo-v7 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 7.099 ms | 5 - 75 MB | FP16 | NPU | [Yolo-v7.so](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.so) |
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+ | Yolo-v7 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 7.984 ms | 6 - 124 MB | FP16 | NPU | [Yolo-v7.onnx](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.onnx) |
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+ | Yolo-v7 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 12.198 ms | 1 - 70 MB | FP16 | NPU | [Yolo-v7.tflite](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.tflite) |
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+ | Yolo-v7 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 7.058 ms | 5 - 69 MB | FP16 | NPU | Use Export Script |
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+ | Yolo-v7 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 8.162 ms | 2 - 81 MB | FP16 | NPU | [Yolo-v7.onnx](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.onnx) |
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+ | Yolo-v7 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 17.066 ms | 1 - 4 MB | FP16 | NPU | [Yolo-v7.tflite](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.tflite) |
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+ | Yolo-v7 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 10.342 ms | 5 - 6 MB | FP16 | NPU | Use Export Script |
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+ | Yolo-v7 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 17.232 ms | 0 - 2 MB | FP16 | NPU | [Yolo-v7.tflite](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.tflite) |
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+ | Yolo-v7 | SA8255 (Proxy) | SA8255P Proxy | QNN | 10.441 ms | 5 - 6 MB | FP16 | NPU | Use Export Script |
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+ | Yolo-v7 | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 17.182 ms | 1 - 3 MB | FP16 | NPU | [Yolo-v7.tflite](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.tflite) |
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+ | Yolo-v7 | SA8775 (Proxy) | SA8775P Proxy | QNN | 10.337 ms | 5 - 6 MB | FP16 | NPU | Use Export Script |
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+ | Yolo-v7 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 17.184 ms | 1 - 3 MB | FP16 | NPU | [Yolo-v7.tflite](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.tflite) |
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+ | Yolo-v7 | SA8650 (Proxy) | SA8650P Proxy | QNN | 10.343 ms | 5 - 6 MB | FP16 | NPU | Use Export Script |
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+ | Yolo-v7 | SA8295P ADP | SA8295P | TFLITE | 21.595 ms | 1 - 73 MB | FP16 | NPU | [Yolo-v7.tflite](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.tflite) |
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+ | Yolo-v7 | SA8295P ADP | SA8295P | QNN | 13.697 ms | 0 - 5 MB | FP16 | NPU | Use Export Script |
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+ | Yolo-v7 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 19.511 ms | 1 - 103 MB | FP16 | NPU | [Yolo-v7.tflite](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.tflite) |
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+ | Yolo-v7 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 12.655 ms | 5 - 62 MB | FP16 | NPU | Use Export Script |
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+ | Yolo-v7 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 10.935 ms | 5 - 5 MB | FP16 | NPU | Use Export Script |
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+ | Yolo-v7 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.1 ms | 9 - 9 MB | FP16 | NPU | [Yolo-v7.onnx](https://huggingface.co/qualcomm/Yolo-v7/blob/main/Yolo-v7.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 17.2
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+ Estimated peak memory usage (MB): [0, 10]
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  Total # Ops : 215
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  Compute Unit(s) : NPU (215 ops)
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  ```