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RTMDet

Object Detection
PyTorch
real_time
android
Model card Files
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v0.37.0

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See https://github.com/quic/ai-hub-models/releases/v0.37.0 for changelog.

Files changed (1) hide show
  1. README.md +5 -4
README.md CHANGED
@@ -39,6 +39,7 @@ More details on model performance across various devices, can be found
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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 | -- |
@@ -46,12 +47,12 @@ More details on model performance across various devices, can be found
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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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  | 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 14.591 ms | 0 - 62 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 | 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 | 14.666 ms | 0 - 62 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 | 11.083 ms | 4 - 46 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 | 10.326 ms | 0 - 37 MB | NPU | -- |
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+ | RTMDet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.965 ms | 51 - 51 MB | NPU | -- |
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