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RF-DETR

Object Detection
PyTorch
LiteRT
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. LICENSE +0 -1
  3. README.md +12 -13
  4. RF-DETR_float.tflite +2 -2
  5. tool-versions.yaml +1 -1
DEPLOYMENT_MODEL_LICENSE.pdf DELETED
@@ -1,3 +0,0 @@
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- version https://git-lfs.github.com/spec/v1
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LICENSE CHANGED
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  The license of the original trained model can be found at https://github.com/roboflow/rf-detr/blob/develop/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/roboflow/rf-detr/blob/develop/LICENSE.
 
README.md CHANGED
@@ -35,18 +35,18 @@ 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 | 227.618 ms | 6 - 483 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 | 145.312 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 107.028 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 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 113.961 ms | 6 - 483 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 | 227.618 ms | 6 - 483 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 | 106.845 ms | 6 - 31 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 | 156.242 ms | 6 - 480 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 | 107.595 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 | 113.961 ms | 6 - 483 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 | 77.28 ms | 5 - 484 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 | TFLITE | 62.922 ms | 4 - 483 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 Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 56.287 ms | 6 - 496 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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@@ -223,7 +223,6 @@ 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 RF-DETR can be found
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  [here](https://github.com/roboflow/rf-detr/blob/develop/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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+ | RF-DETR | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 191.177 ms | 6 - 757 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 | 133.291 ms | 6 - 986 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 | 87.931 ms | 6 - 12 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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+ | RF-DETR | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 94.513 ms | 6 - 514 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 | 191.177 ms | 6 - 757 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 | 90.088 ms | 6 - 10 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 | 121.842 ms | 6 - 758 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 | 88.73 ms | 0 - 9 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 | 94.513 ms | 6 - 514 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 | 65.372 ms | 54 - 1025 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 | TFLITE | 54.218 ms | 6 - 719 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 Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 45.386 ms | 6 - 753 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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  ## License
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  * The license for the original implementation of RF-DETR can be found
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  [here](https://github.com/roboflow/rf-detr/blob/develop/LICENSE).
 
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tool-versions.yaml CHANGED
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