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RTMDet

Object Detection
PyTorch
real_time
android
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xet
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@@ -32,22 +32,20 @@ This model is an implementation of RTMDet found [here](https://github.com/open-m
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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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- | RTMDet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 16.655 ms | 0 - 16 MB | FP16 | NPU | -- |
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- | RTMDet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 16.756 ms | 1 - 150 MB | FP16 | NPU | -- |
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- | RTMDet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 12.399 ms | 0 - 102 MB | FP16 | NPU | -- |
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- | RTMDet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 12.989 ms | 5 - 44 MB | FP16 | NPU | -- |
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- | RTMDet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 11.629 ms | 0 - 64 MB | FP16 | NPU | -- |
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- | RTMDet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 11.77 ms | 5 - 36 MB | FP16 | NPU | -- |
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- | RTMDet | SA7255P ADP | SA7255P | TFLITE | 578.983 ms | 0 - 62 MB | FP16 | NPU | -- |
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- | RTMDet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 16.501 ms | 0 - 14 MB | FP16 | NPU | -- |
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- | RTMDet | SA8295P ADP | SA8295P | TFLITE | 34.28 ms | 0 - 70 MB | FP16 | NPU | -- |
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- | RTMDet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 16.418 ms | 0 - 12 MB | FP16 | NPU | -- |
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- | RTMDet | SA8775P ADP | SA8775P | TFLITE | 29.382 ms | 0 - 61 MB | FP16 | NPU | -- |
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- | RTMDet | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 578.983 ms | 0 - 62 MB | FP16 | NPU | -- |
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- | RTMDet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 15.949 ms | 0 - 15 MB | FP16 | NPU | -- |
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- | RTMDet | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 29.382 ms | 0 - 61 MB | FP16 | NPU | -- |
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- | RTMDet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 31.458 ms | 0 - 110 MB | FP16 | NPU | -- |
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- | RTMDet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 17.03 ms | 48 - 48 MB | FP16 | NPU | -- |
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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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+ | RTMDet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 16.602 ms | 0 - 13 MB | FP16 | NPU | -- |
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+ | RTMDet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 15.077 ms | 1 - 169 MB | FP16 | NPU | -- |
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+ | RTMDet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 12.545 ms | 0 - 98 MB | FP16 | NPU | -- |
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+ | RTMDet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 11.717 ms | 7 - 55 MB | FP16 | NPU | -- |
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+ | RTMDet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 9.465 ms | 0 - 64 MB | FP16 | NPU | -- |
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+ | RTMDet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 11.034 ms | 7 - 44 MB | FP16 | NPU | -- |
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+ | RTMDet | SA7255P ADP | SA7255P | TFLITE | 579.588 ms | 0 - 62 MB | FP16 | NPU | -- |
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+ | RTMDet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 16.315 ms | 0 - 12 MB | FP16 | NPU | -- |
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+ | RTMDet | SA8295P ADP | SA8295P | TFLITE | 36.283 ms | 0 - 70 MB | FP16 | NPU | -- |
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+ | RTMDet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 16.556 ms | 0 - 14 MB | FP16 | NPU | -- |
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+ | RTMDet | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 579.588 ms | 0 - 62 MB | FP16 | NPU | -- |
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+ | RTMDet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 16.537 ms | 0 - 13 MB | FP16 | NPU | -- |
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+ | RTMDet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 33.286 ms | 0 - 111 MB | FP16 | NPU | -- |
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+ | RTMDet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 16.389 ms | 48 - 48 MB | FP16 | NPU | -- |
 
 
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