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DETR-ResNet50-DC5

Object Detection
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bu_auto
android
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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 (5) hide show
  1. DEPLOYMENT_MODEL_LICENSE.pdf +0 -3
  2. DETR-ResNet50-DC5_float.dlc +1 -1
  3. DETR-ResNet50-DC5_float.onnx.zip +2 -2
  4. LICENSE +0 -1
  5. README.md +19 -19
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LICENSE CHANGED
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  The license of the original trained model can be found at https://github.com/facebookresearch/detr/blob/main/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/facebookresearch/detr/blob/main/LICENSE.
 
README.md CHANGED
@@ -2,6 +2,7 @@
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  library_name: pytorch
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  license: other
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  tags:
 
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  - android
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  pipeline_tag: object-detection
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@@ -34,24 +35,24 @@ 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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- | DETR-ResNet50-DC5 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 170.415 ms | 0 - 142 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 73.722 ms | 5 - 109 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 47.405 ms | 5 - 57 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 43.041 ms | 5 - 49 MB | NPU | [DETR-ResNet50-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx.zip) |
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- | DETR-ResNet50-DC5 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 60.485 ms | 0 - 142 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 170.415 ms | 0 - 142 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 47.418 ms | 5 - 57 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 63.387 ms | 5 - 110 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 47.455 ms | 5 - 56 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 60.485 ms | 0 - 142 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 34.787 ms | 5 - 151 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 32.147 ms | 5 - 268 MB | NPU | [DETR-ResNet50-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx.zip) |
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- | DETR-ResNet50-DC5 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 28.737 ms | 0 - 152 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 22.356 ms | 0 - 188 MB | NPU | [DETR-ResNet50-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx.zip) |
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- | DETR-ResNet50-DC5 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 20.005 ms | 5 - 255 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 18.881 ms | 5 - 211 MB | NPU | [DETR-ResNet50-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx.zip) |
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- | DETR-ResNet50-DC5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 47.881 ms | 64 - 64 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 43.42 ms | 79 - 79 MB | NPU | [DETR-ResNet50-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx.zip) |
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@@ -228,7 +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 DETR-ResNet50-DC5 can be found
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  [here](https://github.com/facebookresearch/detr/blob/main/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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  library_name: pytorch
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  license: other
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  tags:
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+ - bu_auto
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  - android
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  pipeline_tag: object-detection
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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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+ | DETR-ResNet50-DC5 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 170.586 ms | 4 - 360 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 73.984 ms | 5 - 417 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 46.875 ms | 5 - 7 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 42.526 ms | 0 - 96 MB | NPU | [DETR-ResNet50-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx.zip) |
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+ | DETR-ResNet50-DC5 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 60.457 ms | 1 - 357 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 170.586 ms | 4 - 360 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 46.888 ms | 5 - 7 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 63.389 ms | 2 - 300 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 46.824 ms | 5 - 7 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 60.457 ms | 1 - 357 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 33.684 ms | 5 - 504 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 31.01 ms | 5 - 589 MB | NPU | [DETR-ResNet50-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx.zip) |
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+ | DETR-ResNet50-DC5 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 27.47 ms | 5 - 366 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 22.283 ms | 3 - 374 MB | NPU | [DETR-ResNet50-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx.zip) |
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+ | DETR-ResNet50-DC5 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 20.32 ms | 5 - 466 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 18.95 ms | 5 - 400 MB | NPU | [DETR-ResNet50-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx.zip) |
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+ | DETR-ResNet50-DC5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 47.832 ms | 5 - 5 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 43.395 ms | 79 - 79 MB | NPU | [DETR-ResNet50-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx.zip) |
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  ## License
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  * The license for the original implementation of DETR-ResNet50-DC5 can be found
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  [here](https://github.com/facebookresearch/detr/blob/main/LICENSE).
 
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