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RF-DETR

Object Detection
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v0.38.0

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See https://github.com/quic/ai-hub-models/releases/v0.38.0 for changelog.

Files changed (4) hide show
  1. README.md +16 -17
  2. RF-DETR_float.onnx.zip +2 -2
  3. RF-DETR_float.tflite +2 -2
  4. tool-versions.yaml +2 -2
README.md CHANGED
@@ -35,22 +35,21 @@ 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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- | RF-DETR | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 257.139 ms | 6 - 439 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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- | RF-DETR | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 164.963 ms | 6 - 450 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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- | RF-DETR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 125.069 ms | 6 - 36 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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- | RF-DETR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 81.315 ms | 32 - 60 MB | NPU | [RF-DETR.onnx.zip](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx.zip) |
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- | RF-DETR | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 132.148 ms | 6 - 440 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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- | RF-DETR | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 257.139 ms | 6 - 439 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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- | RF-DETR | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 125.44 ms | 6 - 35 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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- | RF-DETR | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 126.898 ms | 6 - 36 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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- | RF-DETR | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 132.148 ms | 6 - 440 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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- | RF-DETR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 125.701 ms | 6 - 35 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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- | RF-DETR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 83.181 ms | 34 - 65 MB | NPU | [RF-DETR.onnx.zip](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx.zip) |
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- | RF-DETR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 93.042 ms | 5 - 437 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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- | RF-DETR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 67.895 ms | 26 - 455 MB | NPU | [RF-DETR.onnx.zip](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx.zip) |
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- | RF-DETR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 90.255 ms | 5 - 423 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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- | RF-DETR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 53.969 ms | 28 - 332 MB | NPU | [RF-DETR.onnx.zip](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx.zip) |
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- | RF-DETR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 82.762 ms | 70 - 70 MB | NPU | [RF-DETR.onnx.zip](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx.zip) |
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@@ -132,7 +131,7 @@ from qai_hub_models.models.rf_detr import Model
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  torch_model = Model.from_pretrained()
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  # Device
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- device = hub.Device("Samsung Galaxy S24")
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  # Trace model
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  input_shape = torch_model.get_input_spec()
 
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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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+ | RF-DETR | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 227.451 ms | 6 - 482 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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+ | RF-DETR | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 157.358 ms | 6 - 494 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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+ | RF-DETR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 105.48 ms | 6 - 34 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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+ | RF-DETR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 78.796 ms | 32 - 66 MB | NPU | [RF-DETR.onnx.zip](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx.zip) |
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+ | RF-DETR | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 114.24 ms | 6 - 482 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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+ | RF-DETR | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 227.451 ms | 6 - 482 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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+ | RF-DETR | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 108.01 ms | 6 - 33 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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+ | RF-DETR | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 166.263 ms | 6 - 491 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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+ | RF-DETR | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 107.402 ms | 6 - 33 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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+ | RF-DETR | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 114.24 ms | 6 - 482 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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+ | RF-DETR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 78.852 ms | 5 - 480 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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+ | RF-DETR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 60.369 ms | 28 - 269 MB | NPU | [RF-DETR.onnx.zip](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx.zip) |
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+ | RF-DETR | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 63.37 ms | 5 - 486 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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+ | RF-DETR | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 50.141 ms | 29 - 476 MB | NPU | [RF-DETR.onnx.zip](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx.zip) |
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+ | RF-DETR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 79.977 ms | 69 - 69 MB | NPU | [RF-DETR.onnx.zip](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx.zip) |
 
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  torch_model = Model.from_pretrained()
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  # Device
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+ device = hub.Device("Samsung Galaxy S25")
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  # Trace model
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  input_shape = torch_model.get_input_spec()
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tool-versions.yaml CHANGED
@@ -1,4 +1,4 @@
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  tool_versions:
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  onnx:
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- qairt: 2.36.4.250725200057_123280
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- onnx_runtime: 1.22.0
 
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  tool_versions:
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  onnx:
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+ qairt: 2.37.1.250807093845_124904
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+ onnx_runtime: 1.22.2