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RTMDet

Object Detection
PyTorch
real_time
android
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v0.36.0

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See https://github.com/quic/ai-hub-models/releases/v0.36.0 for changelog.

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  1. README.md +16 -16
README.md CHANGED
@@ -36,22 +36,22 @@ More details on model performance across various devices, can be found
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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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  |---|---|---|---|---|---|---|---|---|
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- | RTMDet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 85.329 ms | 0 - 63 MB | NPU | -- |
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- | RTMDet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 33.757 ms | 0 - 110 MB | NPU | -- |
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- | RTMDet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 16.091 ms | 0 - 16 MB | NPU | -- |
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- | RTMDet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 23.686 ms | 0 - 63 MB | NPU | -- |
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- | RTMDet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 85.329 ms | 0 - 63 MB | NPU | -- |
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- | RTMDet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 16.11 ms | 0 - 13 MB | NPU | -- |
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- | RTMDet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 35.598 ms | 0 - 74 MB | NPU | -- |
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- | RTMDet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 16.014 ms | 0 - 14 MB | NPU | -- |
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- | RTMDet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 23.686 ms | 0 - 63 MB | NPU | -- |
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- | RTMDet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 16.126 ms | 0 - 16 MB | NPU | -- |
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- | RTMDet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 14.513 ms | 5 - 16 MB | NPU | -- |
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- | RTMDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 12.298 ms | 0 - 104 MB | NPU | -- |
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- | RTMDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 10.944 ms | 2 - 48 MB | NPU | -- |
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- | RTMDet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 11.38 ms | 0 - 68 MB | NPU | -- |
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- | RTMDet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 8.73 ms | 5 - 44 MB | NPU | -- |
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- | RTMDet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 15.953 ms | 51 - 51 MB | NPU | -- |
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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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  |---|---|---|---|---|---|---|---|---|
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+ | RTMDet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 85.371 ms | 0 - 66 MB | NPU | -- |
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+ | RTMDet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 32.048 ms | 0 - 115 MB | NPU | -- |
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+ | RTMDet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 16.164 ms | 0 - 13 MB | NPU | -- |
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+ | RTMDet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 23.717 ms | 0 - 66 MB | NPU | -- |
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+ | RTMDet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 85.371 ms | 0 - 66 MB | NPU | -- |
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+ | RTMDet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 16.164 ms | 0 - 12 MB | NPU | -- |
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+ | RTMDet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 34.815 ms | 0 - 75 MB | NPU | -- |
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+ | RTMDet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 16.185 ms | 0 - 14 MB | NPU | -- |
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+ | RTMDet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 23.717 ms | 0 - 66 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 15.883 ms | 0 - 17 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 14.508 ms | 5 - 17 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 12.319 ms | 0 - 106 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 11.169 ms | 0 - 45 MB | NPU | -- |
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+ | RTMDet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 11.317 ms | 0 - 70 MB | NPU | -- |
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+ | RTMDet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 10.348 ms | 1 - 41 MB | NPU | -- |
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+ | RTMDet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 15.985 ms | 51 - 51 MB | NPU | -- |
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