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DETR-ResNet101-DC5

Object Detection
PyTorch
TF Lite
ONNX
android
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  ---
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- datasets:
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- - detection-datasets/coco
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  library_name: pytorch
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  license: apache-2.0
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  pipeline_tag: object-detection
@@ -36,18 +34,19 @@ More details on model performance across various devices, can be found
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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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- | DETR-ResNet101-DC5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 92.491 ms | 0 - 3 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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- | DETR-ResNet101-DC5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 91.901 ms | 0 - 128 MB | FP16 | NPU | [DETR-ResNet101-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx) |
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- | DETR-ResNet101-DC5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 67.087 ms | 0 - 548 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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- | DETR-ResNet101-DC5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 81.298 ms | 2 - 562 MB | FP16 | NPU | [DETR-ResNet101-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx) |
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- | DETR-ResNet101-DC5 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 81.085 ms | 0 - 3 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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- | DETR-ResNet101-DC5 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 82.049 ms | 0 - 3 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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- | DETR-ResNet101-DC5 | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 90.194 ms | 0 - 2 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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- | DETR-ResNet101-DC5 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 81.2 ms | 0 - 3 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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- | DETR-ResNet101-DC5 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 96.012 ms | 1 - 488 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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- | DETR-ResNet101-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 61.375 ms | 0 - 277 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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- | DETR-ResNet101-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 66.684 ms | 1 - 322 MB | FP16 | NPU | [DETR-ResNet101-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx) |
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- | DETR-ResNet101-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 69.984 ms | 120 - 120 MB | FP16 | NPU | [DETR-ResNet101-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx) |
 
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  DETR-ResNet101-DC5
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 92.5
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- Estimated peak memory usage (MB): [0, 3]
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  Total # Ops : 857
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  Compute Unit(s) : NPU (857 ops)
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  ```
 
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  ---
 
 
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  library_name: pytorch
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  license: apache-2.0
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  pipeline_tag: object-detection
 
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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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+ | DETR-ResNet101-DC5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 90.63 ms | 0 - 4 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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+ | DETR-ResNet101-DC5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 91.855 ms | 0 - 128 MB | FP16 | NPU | [DETR-ResNet101-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx) |
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+ | DETR-ResNet101-DC5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 63.842 ms | 0 - 548 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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+ | DETR-ResNet101-DC5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 79.774 ms | 3 - 563 MB | FP16 | NPU | [DETR-ResNet101-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx) |
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+ | DETR-ResNet101-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 60.505 ms | 0 - 279 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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+ | DETR-ResNet101-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 64.269 ms | 3 - 324 MB | FP16 | NPU | [DETR-ResNet101-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx) |
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+ | DETR-ResNet101-DC5 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 81.07 ms | 0 - 3 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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+ | DETR-ResNet101-DC5 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 82.901 ms | 0 - 136 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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+ | DETR-ResNet101-DC5 | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 92.482 ms | 0 - 3 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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+ | DETR-ResNet101-DC5 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 81.403 ms | 0 - 3 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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+ | DETR-ResNet101-DC5 | SA8295P ADP | SA8295P | TFLITE | 101.166 ms | 0 - 233 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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+ | DETR-ResNet101-DC5 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 91.441 ms | 1 - 486 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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+ | DETR-ResNet101-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 70.122 ms | 120 - 120 MB | FP16 | NPU | [DETR-ResNet101-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx) |
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  DETR-ResNet101-DC5
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 90.6
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+ Estimated peak memory usage (MB): [0, 4]
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  Total # Ops : 857
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  Compute Unit(s) : NPU (857 ops)
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  ```