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RTMDet

Object Detection
PyTorch
real_time
android
Model card Files
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v0.44.0

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See https://github.com/quic/ai-hub-models/releases/v0.44.0 for changelog.

Files changed (3) hide show
  1. DEPLOYMENT_MODEL_LICENSE.pdf +0 -3
  2. LICENSE +0 -1
  3. README.md +17 -18
DEPLOYMENT_MODEL_LICENSE.pdf DELETED
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- oid sha256:4409f93b0e82531303b3e10f52f1fdfb56467a25f05b7441c6bbd8bb8a64b42c
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- size 109629
 
 
 
 
LICENSE CHANGED
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  The license of the original trained model can be found at https://github.com/open-mmlab/mmdetection/blob/3.x/LICENSE.
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- The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
 
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  The license of the original trained model can be found at https://github.com/open-mmlab/mmdetection/blob/3.x/LICENSE.
 
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 | 85.277 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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@@ -229,7 +229,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
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  ## License
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  * The license for the original implementation of RTMDet can be found
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  [here](https://github.com/open-mmlab/mmdetection/blob/3.x/LICENSE).
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- * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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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 | 84.135 ms | 0 - 179 MB | NPU | -- |
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+ | RTMDet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 37.357 ms | 0 - 315 MB | NPU | -- |
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+ | RTMDet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 15.61 ms | 0 - 2 MB | NPU | -- |
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+ | RTMDet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 14.197 ms | 0 - 54 MB | NPU | -- |
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+ | RTMDet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 23.01 ms | 0 - 179 MB | NPU | -- |
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+ | RTMDet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 84.135 ms | 0 - 179 MB | NPU | -- |
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+ | RTMDet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 15.635 ms | 0 - 3 MB | NPU | -- |
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+ | RTMDet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 30.077 ms | 0 - 234 MB | NPU | -- |
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+ | RTMDet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 15.635 ms | 0 - 3 MB | NPU | -- |
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+ | RTMDet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 23.01 ms | 0 - 179 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 11.753 ms | 0 - 257 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 10.626 ms | 5 - 180 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 9.043 ms | 0 - 182 MB | NPU | -- |
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+ | RTMDet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 8.324 ms | 2 - 125 MB | NPU | -- |
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+ | RTMDet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 6.635 ms | 0 - 184 MB | NPU | -- |
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+ | RTMDet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 6.217 ms | 5 - 134 MB | NPU | -- |
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+ | RTMDet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.534 ms | 51 - 51 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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  [here](https://github.com/open-mmlab/mmdetection/blob/3.x/LICENSE).
 
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