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RTMDet

Object Detection
PyTorch
real_time
android
Model card Files
xet
 Community
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v0.47.0

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See https://github.com/quic/ai-hub-models/releases/v0.47.0 for changelog.

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  1. README.md +17 -16
README.md CHANGED
@@ -42,22 +42,23 @@ See our repository for [RTMDet on GitHub](https://github.com/quic/ai-hub-models/
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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- | RTMDet | ONNX | float | Snapdragon® X Elite | 14.503 ms | 51 - 51 MB | NPU
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- | RTMDet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 10.617 ms | 5 - 178 MB | NPU
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- | RTMDet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 14.209 ms | 5 - 7 MB | NPU
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- | RTMDet | ONNX | float | Qualcomm® QCS9075 | 24.305 ms | 5 - 12 MB | NPU
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- | RTMDet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 8.341 ms | 1 - 127 MB | NPU
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- | RTMDet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.26 ms | 5 - 136 MB | NPU
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- | RTMDet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 11.853 ms | 0 - 284 MB | NPU
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- | RTMDet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 83.912 ms | 0 - 208 MB | NPU
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- | RTMDet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 15.707 ms | 0 - 4 MB | NPU
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- | RTMDet | TFLITE | float | Qualcomm® SA8775P | 22.95 ms | 0 - 208 MB | NPU
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- | RTMDet | TFLITE | float | Qualcomm® QCS9075 | 24.718 ms | 0 - 62 MB | NPU
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- | RTMDet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 38.102 ms | 0 - 348 MB | NPU
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- | RTMDet | TFLITE | float | Qualcomm® SA7255P | 83.912 ms | 0 - 208 MB | NPU
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- | RTMDet | TFLITE | float | Qualcomm® SA8295P | 30.0 ms | 0 - 269 MB | NPU
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- | RTMDet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.21 ms | 0 - 210 MB | NPU
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- | RTMDet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.713 ms | 0 - 206 MB | NPU
 
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  ## License
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  * The license for the original implementation of RTMDet can be found
 
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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+ | RTMDet | ONNX | float | Snapdragon® X Elite | 14.171 ms | 51 - 51 MB | NPU
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+ | RTMDet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 10.639 ms | 1 - 231 MB | NPU
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+ | RTMDet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 13.599 ms | 0 - 55 MB | NPU
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+ | RTMDet | ONNX | float | Qualcomm® QCS9075 | 23.813 ms | 5 - 12 MB | NPU
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+ | RTMDet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 8.292 ms | 3 - 184 MB | NPU
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+ | RTMDet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.965 ms | 5 - 189 MB | NPU
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+ | RTMDet | ONNX | float | Snapdragon® X2 Elite | 8.135 ms | 53 - 53 MB | NPU
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+ | RTMDet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 11.725 ms | 0 - 284 MB | NPU
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+ | RTMDet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 84.077 ms | 0 - 207 MB | NPU
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+ | RTMDet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 15.722 ms | 0 - 273 MB | NPU
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+ | RTMDet | TFLITE | float | Qualcomm® SA8775P | 22.993 ms | 0 - 207 MB | NPU
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+ | RTMDet | TFLITE | float | Qualcomm® QCS9075 | 24.341 ms | 0 - 62 MB | NPU
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+ | RTMDet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 37.678 ms | 0 - 348 MB | NPU
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+ | RTMDet | TFLITE | float | Qualcomm® SA7255P | 84.077 ms | 0 - 207 MB | NPU
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+ | RTMDet | TFLITE | float | Qualcomm® SA8295P | 29.929 ms | 0 - 268 MB | NPU
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+ | RTMDet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.157 ms | 0 - 210 MB | NPU
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+ | RTMDet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.82 ms | 0 - 210 MB | NPU
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  ## License
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  * The license for the original implementation of RTMDet can be found