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RTMDet

Object Detection
PyTorch
real_time
android
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v0.43.0

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See https://github.com/quic/ai-hub-models/releases/v0.43.0 for changelog.

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  1. README.md +17 -17
README.md CHANGED
@@ -36,23 +36,23 @@ 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 | 85.262 ms | 0 - 68 MB | NPU | -- |
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- | RTMDet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 32.666 ms | 0 - 113 MB | NPU | -- |
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- | RTMDet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 15.88 ms | 0 - 14 MB | NPU | -- |
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- | RTMDet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 14.188 ms | 5 - 21 MB | NPU | -- |
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- | RTMDet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 108.091 ms | 0 - 68 MB | NPU | -- |
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- | RTMDet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 85.262 ms | 0 - 68 MB | NPU | -- |
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- | RTMDet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 16.255 ms | 0 - 13 MB | NPU | -- |
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- | RTMDet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 35.567 ms | 0 - 76 MB | NPU | -- |
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- | RTMDet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 15.982 ms | 0 - 17 MB | NPU | -- |
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- | RTMDet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 108.091 ms | 0 - 68 MB | NPU | -- |
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- | RTMDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 12.22 ms | 0 - 109 MB | NPU | -- |
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- | RTMDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 10.633 ms | 5 - 52 MB | NPU | -- |
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- | RTMDet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 9.39 ms | 0 - 72 MB | NPU | -- |
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- | RTMDet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 8.324 ms | 3 - 45 MB | NPU | -- |
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- | RTMDet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 7.195 ms | 0 - 74 MB | NPU | -- |
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- | RTMDet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 6.248 ms | 4 - 49 MB | NPU | -- |
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- | RTMDet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.486 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 | 85.277 ms | 0 - 68 MB | NPU | -- |
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+ | RTMDet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 32.64 ms | 0 - 114 MB | NPU | -- |
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+ | RTMDet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 15.919 ms | 0 - 19 MB | NPU | -- |
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+ | RTMDet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 14.562 ms | 0 - 120 MB | NPU | -- |
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+ | RTMDet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 23.798 ms | 0 - 68 MB | NPU | -- |
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+ | RTMDet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 85.277 ms | 0 - 68 MB | NPU | -- |
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+ | RTMDet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 16.067 ms | 0 - 14 MB | NPU | -- |
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+ | RTMDet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 35.545 ms | 0 - 76 MB | NPU | -- |
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+ | RTMDet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 16.472 ms | 0 - 17 MB | NPU | -- |
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+ | RTMDet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 23.798 ms | 0 - 68 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 12.167 ms | 0 - 105 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 10.643 ms | 5 - 55 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 9.324 ms | 0 - 72 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 8.407 ms | 4 - 45 MB | NPU | -- |
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+ | RTMDet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 7.194 ms | 0 - 74 MB | NPU | -- |
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+ | RTMDet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 6.228 ms | 5 - 49 MB | NPU | -- |
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+ | RTMDet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.507 ms | 51 - 51 MB | NPU | -- |
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