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RTMDet

Object Detection
PyTorch
real_time
android
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xet
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@@ -1,6 +1,6 @@
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  ---
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  library_name: pytorch
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- license: apache-2.0
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  tags:
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  - real_time
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  - android
@@ -23,31 +23,31 @@ This model is an implementation of RTMDet found [here](https://github.com/open-m
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  ### Model Details
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- - **Model Type:** Object detection
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  - **Model Stats:**
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  - Model checkpoint: RTMDet Medium
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  - Input resolution: 640x640
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  - Number of parameters: 27.5M
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  - Model size: 105 MB
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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 | 16.493 ms | 0 - 13 MB | FP16 | NPU | -- |
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- | RTMDet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 15.302 ms | 1 - 155 MB | FP16 | NPU | -- |
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- | RTMDet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 12.504 ms | 0 - 101 MB | FP16 | NPU | -- |
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- | RTMDet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 11.763 ms | 5 - 56 MB | FP16 | NPU | -- |
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- | RTMDet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 11.448 ms | 0 - 64 MB | FP16 | NPU | -- |
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- | RTMDet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 10.811 ms | 7 - 45 MB | FP16 | NPU | -- |
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- | RTMDet | SA7255P ADP | SA7255P | TFLITE | 579.529 ms | 0 - 61 MB | FP16 | NPU | -- |
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- | RTMDet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 16.64 ms | 0 - 14 MB | FP16 | NPU | -- |
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- | RTMDet | SA8295P ADP | SA8295P | TFLITE | 36.218 ms | 0 - 70 MB | FP16 | NPU | -- |
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- | RTMDet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 16.538 ms | 0 - 16 MB | FP16 | NPU | -- |
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- | RTMDet | SA8775P ADP | SA8775P | TFLITE | 29.581 ms | 0 - 61 MB | FP16 | NPU | -- |
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- | RTMDet | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 579.529 ms | 0 - 61 MB | FP16 | NPU | -- |
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- | RTMDet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 16.58 ms | 0 - 12 MB | FP16 | NPU | -- |
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- | RTMDet | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 29.581 ms | 0 - 61 MB | FP16 | NPU | -- |
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- | RTMDet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 34.07 ms | 0 - 110 MB | FP16 | NPU | -- |
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- | RTMDet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 16.627 ms | 49 - 49 MB | FP16 | NPU | -- |
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  ---
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  library_name: pytorch
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+ license: other
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  tags:
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  - real_time
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  - android
 
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  ### Model Details
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+ - **Model Type:** Model_use_case.object_detection
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  - **Model Stats:**
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  - Model checkpoint: RTMDet Medium
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  - Input resolution: 640x640
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  - Number of parameters: 27.5M
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  - Model size: 105 MB
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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 | 85.924 ms | 0 - 61 MB | NPU | -- |
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+ | RTMDet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 33.691 ms | 0 - 108 MB | NPU | -- |
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+ | RTMDet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 15.935 ms | 0 - 15 MB | NPU | -- |
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+ | RTMDet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 24.069 ms | 0 - 62 MB | NPU | -- |
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+ | RTMDet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 85.924 ms | 0 - 61 MB | NPU | -- |
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+ | RTMDet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 16.527 ms | 0 - 15 MB | NPU | -- |
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+ | RTMDet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 36.269 ms | 0 - 70 MB | NPU | -- |
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+ | RTMDet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 16.51 ms | 0 - 16 MB | NPU | -- |
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+ | RTMDet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 24.069 ms | 0 - 62 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 16.584 ms | 0 - 15 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 15.133 ms | 0 - 168 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 12.48 ms | 0 - 98 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 12.208 ms | 7 - 52 MB | NPU | -- |
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+ | RTMDet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 11.458 ms | 0 - 65 MB | NPU | -- |
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+ | RTMDet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 9.413 ms | 5 - 42 MB | NPU | -- |
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+ | RTMDet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 16.497 ms | 48 - 48 MB | NPU | -- |
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