v0.32.0
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.32.0 for changelog.
- .gitattributes +1 -0
- DEPLOYMENT_MODEL_LICENSE.pdf +3 -0
- DETR-ResNet50-DC5.onnx +2 -2
- LICENSE +2 -0
- README.md +5 -6
.gitattributes
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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DETR-ResNet50-DC5.so filter=lfs diff=lfs merge=lfs -text
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DETR-ResNet50-DC5.dlc filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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DETR-ResNet50-DC5.so filter=lfs diff=lfs merge=lfs -text
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DETR-ResNet50-DC5.dlc filter=lfs diff=lfs merge=lfs -text
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DEPLOYMENT_MODEL_LICENSE.pdf filter=lfs diff=lfs merge=lfs -text
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DEPLOYMENT_MODEL_LICENSE.pdf
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DETR-ResNet50-DC5.onnx
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LICENSE
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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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README.md
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@@ -29,8 +29,7 @@ More details on model performance across various devices, can be found
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- **Model Stats:**
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- Model checkpoint: ResNet50-DC5
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- Input resolution: 480x480
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- Model size: 159 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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| DETR-ResNet50-DC5 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 47.051 ms | 5 - 63 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 | 59.89 ms | 5 - 271 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 S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 48.313 ms | 5 - 60 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 S23 | Snapdragon® 8 Gen 2 Mobile | ONNX |
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| DETR-ResNet50-DC5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 35.036 ms | 5 - 263 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 | 37.
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| DETR-ResNet50-DC5 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 31.008 ms | 5 - 272 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 QRD | Snapdragon® 8 Elite Mobile | ONNX | 33.
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| DETR-ResNet50-DC5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 50.045 ms | 127 - 127 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 | 52.
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- **Model Stats:**
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- Model checkpoint: ResNet50-DC5
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- Input resolution: 480x480
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- Model size (float): 160 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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| DETR-ResNet50-DC5 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 47.051 ms | 5 - 63 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 | 59.89 ms | 5 - 271 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 S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 48.313 ms | 5 - 60 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 S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 50.621 ms | 1 - 201 MB | NPU | [DETR-ResNet50-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx) |
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| DETR-ResNet50-DC5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 35.036 ms | 5 - 263 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 | 37.595 ms | 5 - 249 MB | NPU | [DETR-ResNet50-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx) |
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| DETR-ResNet50-DC5 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 31.008 ms | 5 - 272 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 QRD | Snapdragon® 8 Elite Mobile | ONNX | 33.667 ms | 5 - 178 MB | NPU | [DETR-ResNet50-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx) |
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| DETR-ResNet50-DC5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 50.045 ms | 127 - 127 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 | 52.317 ms | 80 - 80 MB | NPU | [DETR-ResNet50-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx) |
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