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qualcomm
/
RTMDet

Object Detection
PyTorch
real_time
android
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v0.29.1

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See https://github.com/quic/ai-hub-models/releases/v0.29.1 for changelog.

Files changed (1) hide show
  1. README.md +15 -16
README.md CHANGED
@@ -32,22 +32,21 @@ 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 | 85.804 ms | 0 - 61 MB | NPU | -- |
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- | RTMDet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 33.334 ms | 0 - 109 MB | NPU | -- |
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- | RTMDet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 16.608 ms | 0 - 16 MB | NPU | -- |
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- | RTMDet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 24.086 ms | 0 - 62 MB | NPU | -- |
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- | RTMDet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 85.804 ms | 0 - 61 MB | NPU | -- |
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- | RTMDet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 16.578 ms | 0 - 12 MB | NPU | -- |
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- | RTMDet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 36.216 ms | 0 - 70 MB | NPU | -- |
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- | RTMDet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 16.121 ms | 0 - 13 MB | NPU | -- |
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- | RTMDet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 24.086 ms | 0 - 62 MB | NPU | -- |
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- | RTMDet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 16.599 ms | 0 - 12 MB | NPU | -- |
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- | RTMDet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 15.082 ms | 1 - 162 MB | NPU | -- |
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- | RTMDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 12.542 ms | 0 - 99 MB | NPU | -- |
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- | RTMDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 11.604 ms | 7 - 53 MB | NPU | -- |
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- | RTMDet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 11.485 ms | 0 - 65 MB | NPU | -- |
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- | RTMDet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 10.791 ms | 7 - 44 MB | NPU | -- |
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- | RTMDet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 16.635 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 | 85.841 ms | 0 - 61 MB | NPU | -- |
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+ | RTMDet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 33.484 ms | 0 - 107 MB | NPU | -- |
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+ | RTMDet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 16.11 ms | 0 - 16 MB | NPU | -- |
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+ | RTMDet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 24.089 ms | 0 - 62 MB | NPU | -- |
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+ | RTMDet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 85.841 ms | 0 - 61 MB | NPU | -- |
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+ | RTMDet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 16.709 ms | 0 - 12 MB | NPU | -- |
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+ | RTMDet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 36.239 ms | 0 - 70 MB | NPU | -- |
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+ | RTMDet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 16.031 ms | 0 - 18 MB | NPU | -- |
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+ | RTMDet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 24.089 ms | 0 - 62 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 16.486 ms | 0 - 13 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 15.36 ms | 1 - 124 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 12.479 ms | 0 - 98 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 11.655 ms | 5 - 49 MB | NPU | -- |
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+ | RTMDet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 11.481 ms | 0 - 65 MB | NPU | -- |
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+ | RTMDet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 16.459 ms | 48 - 48 MB | NPU | -- |
 
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