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RTMDet

Object Detection
PyTorch
real_time
android
Model card Files
xet
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v0.31.0

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See https://github.com/quic/ai-hub-models/releases/v0.31.0 for changelog.

Files changed (1) hide show
  1. README.md +16 -16
README.md CHANGED
@@ -32,22 +32,22 @@ This model is an implementation of RTMDet found [here](https://github.com/open-m
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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 | 578.937 ms | 0 - 63 MB | NPU | -- |
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- | RTMDet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 32.456 ms | 0 - 110 MB | NPU | -- |
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- | RTMDet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 15.869 ms | 0 - 13 MB | NPU | -- |
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- | RTMDet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 23.696 ms | 0 - 63 MB | NPU | -- |
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- | RTMDet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 578.937 ms | 0 - 63 MB | NPU | -- |
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- | RTMDet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 16.291 ms | 0 - 20 MB | NPU | -- |
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- | RTMDet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 35.614 ms | 0 - 73 MB | NPU | -- |
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- | RTMDet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 16.267 ms | 0 - 14 MB | NPU | -- |
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- | RTMDet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 23.696 ms | 0 - 63 MB | NPU | -- |
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- | RTMDet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 16.261 ms | 0 - 17 MB | NPU | -- |
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- | RTMDet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 15.377 ms | 3 - 159 MB | NPU | -- |
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- | RTMDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 12.229 ms | 0 - 106 MB | NPU | -- |
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- | RTMDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 11.945 ms | 4 - 54 MB | NPU | -- |
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- | RTMDet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 9.415 ms | 0 - 68 MB | NPU | -- |
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- | RTMDet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 11.188 ms | 7 - 45 MB | NPU | -- |
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- | RTMDet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 16.497 ms | 49 - 49 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 | 85.266 ms | 0 - 63 MB | NPU | -- |
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+ | RTMDet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 32.519 ms | 0 - 111 MB | NPU | -- |
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+ | RTMDet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 15.695 ms | 0 - 17 MB | NPU | -- |
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+ | RTMDet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 23.681 ms | 0 - 63 MB | NPU | -- |
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+ | RTMDet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 85.266 ms | 0 - 63 MB | NPU | -- |
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+ | RTMDet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 16.077 ms | 0 - 14 MB | NPU | -- |
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+ | RTMDet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 35.604 ms | 0 - 73 MB | NPU | -- |
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+ | RTMDet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 16.216 ms | 0 - 13 MB | NPU | -- |
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+ | RTMDet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 23.681 ms | 0 - 63 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 16.224 ms | 0 - 14 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 15.336 ms | 2 - 160 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 12.277 ms | 0 - 102 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 12.3 ms | 4 - 53 MB | NPU | -- |
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+ | RTMDet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 11.391 ms | 0 - 69 MB | NPU | -- |
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+ | RTMDet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 9.423 ms | 5 - 44 MB | NPU | -- |
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+ | RTMDet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 16.768 ms | 48 - 48 MB | NPU | -- |
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