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Yolo-NAS-Quantized

Object Detection
PyTorch
real_time
quantized
android
Model card Files Community
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  ---
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- datasets:
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- - COCO
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  library_name: pytorch
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  license: other
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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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- | Yolo-NAS-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 4.715 ms | 0 - 2 MB | INT8 | NPU | -- |
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- | Yolo-NAS-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 3.058 ms | 0 - 80 MB | INT8 | NPU | -- |
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- | Yolo-NAS-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 13.608 ms | 0 - 66 MB | INT8 | NPU | -- |
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- | Yolo-NAS-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 4.692 ms | 0 - 1 MB | INT8 | NPU | -- |
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- | Yolo-NAS-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 4.704 ms | 0 - 4 MB | INT8 | NPU | -- |
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- | Yolo-NAS-Quantized | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 4.696 ms | 0 - 7 MB | INT8 | NPU | -- |
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- | Yolo-NAS-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 4.69 ms | 0 - 17 MB | INT8 | NPU | -- |
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- | Yolo-NAS-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 5.202 ms | 0 - 82 MB | INT8 | NPU | -- |
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- | Yolo-NAS-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 3.157 ms | 0 - 55 MB | INT8 | NPU | -- |
 
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  ---
 
 
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  library_name: pytorch
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  license: other
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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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+ | Yolo-NAS-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 4.685 ms | 0 - 15 MB | INT8 | NPU | -- |
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+ | Yolo-NAS-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 3.051 ms | 0 - 81 MB | INT8 | NPU | -- |
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+ | Yolo-NAS-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 3.14 ms | 0 - 54 MB | INT8 | NPU | -- |
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+ | Yolo-NAS-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 14.663 ms | 0 - 66 MB | INT8 | NPU | -- |
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+ | Yolo-NAS-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 4.66 ms | 0 - 7 MB | INT8 | NPU | -- |
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+ | Yolo-NAS-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 4.718 ms | 0 - 11 MB | INT8 | NPU | -- |
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+ | Yolo-NAS-Quantized | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 4.768 ms | 0 - 10 MB | INT8 | NPU | -- |
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+ | Yolo-NAS-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 4.781 ms | 0 - 9 MB | INT8 | NPU | -- |
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+ | Yolo-NAS-Quantized | SA8295P ADP | SA8295P | TFLITE | 6.547 ms | 2 - 55 MB | INT8 | NPU | -- |
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+ | Yolo-NAS-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 5.172 ms | 0 - 81 MB | INT8 | NPU | -- |
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