Detectron2-Detection: Optimized for Qualcomm Devices
Detectron2-Detection is a machine learning model that can detect objects (trained on COCO dataset).
This is based on the implementation of Detectron2-Detection found here. This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the Qualcomm® AI Hub Models library to export with custom configurations. More details on model performance across various devices, can be found here.
Qualcomm AI Hub Models uses Qualcomm AI Hub Workbench to compile, profile, and evaluate this model. Sign up to run these models on a hosted Qualcomm® device.
Getting Started
There are two ways to deploy this model on your device:
Option 1: Download Pre-Exported Models
Below are pre-exported model assets ready for deployment.
| Runtime | Precision | Chipset | SDK Versions | Download |
|---|---|---|---|---|
| ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | Download |
| ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | Download |
| ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | Download |
| QNN_DLC | float | Universal | QAIRT 2.43 | Download |
| QNN_DLC | w8a16 | Universal | QAIRT 2.43 | Download |
| QNN_DLC | w8a8 | Universal | QAIRT 2.43 | Download |
| TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | Download |
| TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.19.1 | Download |
For more device-specific assets and performance metrics, visit Detectron2-Detection on Qualcomm® AI Hub.
Option 2: Export with Custom Configurations
Use the Qualcomm® AI Hub Models Python library to compile and export the model with your own:
- Custom weights (e.g., fine-tuned checkpoints)
- Custom input shapes
- Target device and runtime configurations
This option is ideal if you need to customize the model beyond the default configuration provided here.
See our repository for Detectron2-Detection on GitHub for usage instructions.
Model Details
Model Type: Model_use_case.object_detection
Model Stats:
- Model checkpoint: faster_rcnn_R_50_C4_1x
- Input resolution: 800x800
- Number of parameters: 33.8M
- Model size (float): 129 MB
Performance Summary
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit |
|---|---|---|---|---|---|---|
| proposal_generator | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.513 ms | 33 - 491 MB | NPU |
| proposal_generator | ONNX | float | Snapdragon® X2 Elite | 17.713 ms | 65 - 65 MB | NPU |
| proposal_generator | ONNX | float | Snapdragon® X Elite | 37.007 ms | 66 - 66 MB | NPU |
| proposal_generator | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 27.796 ms | 31 - 571 MB | NPU |
| proposal_generator | ONNX | float | Qualcomm® QCS8550 (Proxy) | 37.624 ms | 11 - 46 MB | NPU |
| proposal_generator | ONNX | float | Qualcomm® QCS9075 | 63.237 ms | 7 - 17 MB | NPU |
| proposal_generator | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 21.576 ms | 25 - 470 MB | NPU |
| proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 8.559 ms | 18 - 519 MB | NPU |
| proposal_generator | ONNX | w8a16 | Snapdragon® X2 Elite | 9.311 ms | 35 - 35 MB | NPU |
| proposal_generator | ONNX | w8a16 | Snapdragon® X Elite | 19.966 ms | 33 - 33 MB | NPU |
| proposal_generator | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 13.593 ms | 17 - 562 MB | NPU |
| proposal_generator | ONNX | w8a16 | Qualcomm® QCS6490 | 3048.181 ms | 187 - 204 MB | CPU |
| proposal_generator | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 19.408 ms | 0 - 25 MB | NPU |
| proposal_generator | ONNX | w8a16 | Qualcomm® QCS9075 | 27.333 ms | 15 - 18 MB | NPU |
| proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 10.402 ms | 13 - 533 MB | NPU |
| proposal_generator | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1408.977 ms | 190 - 198 MB | CPU |
| proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.772 ms | 0 - 422 MB | NPU |
| proposal_generator | ONNX | w8a8 | Snapdragon® X2 Elite | 4.967 ms | 19 - 19 MB | NPU |
| proposal_generator | ONNX | w8a8 | Snapdragon® X Elite | 11.727 ms | 19 - 19 MB | NPU |
| proposal_generator | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 8.558 ms | 10 - 483 MB | NPU |
| proposal_generator | ONNX | w8a8 | Qualcomm® QCS6490 | 442.203 ms | 151 - 178 MB | CPU |
| proposal_generator | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 12.11 ms | 0 - 27 MB | NPU |
| proposal_generator | ONNX | w8a8 | Qualcomm® QCS9075 | 15.963 ms | 8 - 11 MB | NPU |
| proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 6.22 ms | 5 - 428 MB | NPU |
| proposal_generator | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 359.865 ms | 130 - 138 MB | CPU |
| proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 23.871 ms | 1 - 474 MB | NPU |
| proposal_generator | QNN_DLC | float | Snapdragon® X2 Elite | 23.918 ms | 7 - 7 MB | NPU |
| proposal_generator | QNN_DLC | float | Snapdragon® X Elite | 57.868 ms | 7 - 7 MB | NPU |
| proposal_generator | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 40.942 ms | 7 - 566 MB | NPU |
| proposal_generator | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 57.384 ms | 7 - 9 MB | NPU |
| proposal_generator | QNN_DLC | float | Qualcomm® SA8775P | 70.821 ms | 1 - 460 MB | NPU |
| proposal_generator | QNN_DLC | float | Qualcomm® QCS9075 | 84.492 ms | 7 - 27 MB | NPU |
| proposal_generator | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 90.368 ms | 7 - 501 MB | NPU |
| proposal_generator | QNN_DLC | float | Qualcomm® SA8295P | 81.115 ms | 0 - 424 MB | NPU |
| proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 29.688 ms | 0 - 468 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 23.153 ms | 4 - 479 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 24.906 ms | 4 - 4 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Snapdragon® X Elite | 45.282 ms | 4 - 4 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 28.418 ms | 4 - 598 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 162.881 ms | 4 - 14 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 83.185 ms | 0 - 495 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 43.636 ms | 4 - 6 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8775P | 43.856 ms | 1 - 496 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 77.844 ms | 0 - 11 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 412.754 ms | 6 - 563 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 59.164 ms | 4 - 579 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA7255P | 83.185 ms | 0 - 495 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8295P | 59.583 ms | 0 - 495 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 25.528 ms | 4 - 430 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 56.398 ms | 4 - 507 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 21.223 ms | 4 - 424 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 21.679 ms | 2 - 2 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® X Elite | 40.407 ms | 2 - 2 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 26.525 ms | 2 - 498 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 66.214 ms | 1 - 7 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 70.179 ms | 2 - 427 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 39.39 ms | 2 - 5 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8775P | 39.502 ms | 2 - 429 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 45.002 ms | 1 - 7 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 177.385 ms | 2 - 418 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 46.654 ms | 2 - 486 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA7255P | 70.179 ms | 2 - 427 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8295P | 45.919 ms | 2 - 429 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 22.848 ms | 2 - 416 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 29.893 ms | 2 - 437 MB | NPU |
| proposal_generator | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.758 ms | 10 - 481 MB | NPU |
| proposal_generator | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 30.318 ms | 9 - 568 MB | NPU |
| proposal_generator | TFLITE | float | Qualcomm® SA8295P | 62.246 ms | 10 - 442 MB | NPU |
| proposal_generator | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 24.028 ms | 9 - 474 MB | NPU |
| proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.264 ms | 1 - 434 MB | NPU |
| proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 12.114 ms | 1 - 482 MB | NPU |
| proposal_generator | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 30.343 ms | 3 - 415 MB | NPU |
| proposal_generator | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 16.334 ms | 3 - 6 MB | NPU |
| proposal_generator | TFLITE | w8a8 | Qualcomm® SA8775P | 17.177 ms | 3 - 414 MB | NPU |
| proposal_generator | TFLITE | w8a8 | Qualcomm® QCS9075 | 20.373 ms | 1 - 30 MB | NPU |
| proposal_generator | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 20.789 ms | 0 - 469 MB | NPU |
| proposal_generator | TFLITE | w8a8 | Qualcomm® SA7255P | 30.343 ms | 3 - 415 MB | NPU |
| proposal_generator | TFLITE | w8a8 | Qualcomm® SA8295P | 21.713 ms | 3 - 415 MB | NPU |
| proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 9.026 ms | 1 - 421 MB | NPU |
| proposal_generator | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 23.987 ms | 2 - 443 MB | NPU |
| roi_head | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 28.735 ms | 10 - 1327 MB | NPU |
| roi_head | ONNX | float | Snapdragon® X2 Elite | 31.436 ms | 32 - 32 MB | NPU |
| roi_head | ONNX | float | Snapdragon® X Elite | 67.946 ms | 29 - 29 MB | NPU |
| roi_head | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 48.731 ms | 10 - 1526 MB | NPU |
| roi_head | ONNX | float | Qualcomm® QCS8550 (Proxy) | 65.221 ms | 0 - 33 MB | NPU |
| roi_head | ONNX | float | Qualcomm® QCS9075 | 116.768 ms | 10 - 22 MB | NPU |
| roi_head | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 42.948 ms | 0 - 1241 MB | NPU |
| roi_head | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 15.688 ms | 0 - 474 MB | NPU |
| roi_head | ONNX | w8a16 | Snapdragon® X2 Elite | 17.224 ms | 14 - 14 MB | NPU |
| roi_head | ONNX | w8a16 | Snapdragon® X Elite | 34.229 ms | 12 - 12 MB | NPU |
| roi_head | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 24.759 ms | 5 - 487 MB | NPU |
| roi_head | ONNX | w8a16 | Qualcomm® QCS6490 | 8742.415 ms | 3030 - 3043 MB | CPU |
| roi_head | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 33.89 ms | 0 - 18 MB | NPU |
| roi_head | ONNX | w8a16 | Qualcomm® QCS9075 | 45.082 ms | 5 - 8 MB | NPU |
| roi_head | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 20.904 ms | 0 - 465 MB | NPU |
| roi_head | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3797.191 ms | 2951 - 2958 MB | CPU |
| roi_head | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 8.122 ms | 0 - 319 MB | NPU |
| roi_head | ONNX | w8a8 | Snapdragon® X2 Elite | 8.81 ms | 15 - 15 MB | NPU |
| roi_head | ONNX | w8a8 | Snapdragon® X Elite | 19.197 ms | 14 - 14 MB | NPU |
| roi_head | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 13.661 ms | 2 - 362 MB | NPU |
| roi_head | ONNX | w8a8 | Qualcomm® QCS6490 | 1739.926 ms | 2531 - 2540 MB | CPU |
| roi_head | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 18.587 ms | 0 - 20 MB | NPU |
| roi_head | ONNX | w8a8 | Qualcomm® QCS9075 | 73.813 ms | 2 - 5 MB | NPU |
| roi_head | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 9.493 ms | 0 - 322 MB | NPU |
| roi_head | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 972.162 ms | 2527 - 2534 MB | CPU |
| roi_head | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 29.161 ms | 10 - 1652 MB | NPU |
| roi_head | QNN_DLC | float | Snapdragon® X2 Elite | 32.181 ms | 10 - 10 MB | NPU |
| roi_head | QNN_DLC | float | Snapdragon® X Elite | 64.438 ms | 10 - 10 MB | NPU |
| roi_head | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 48.279 ms | 10 - 2299 MB | NPU |
| roi_head | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 64.541 ms | 10 - 13 MB | NPU |
| roi_head | QNN_DLC | float | Qualcomm® SA8775P | 96.709 ms | 1 - 1564 MB | NPU |
| roi_head | QNN_DLC | float | Qualcomm® QCS9075 | 116.173 ms | 10 - 21 MB | NPU |
| roi_head | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 115.872 ms | 5 - 445 MB | NPU |
| roi_head | QNN_DLC | float | Qualcomm® SA8295P | 88.551 ms | 0 - 393 MB | NPU |
| roi_head | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 42.833 ms | 10 - 1574 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 13.888 ms | 5 - 426 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 16.093 ms | 5 - 5 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Snapdragon® X Elite | 33.456 ms | 5 - 5 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 24.365 ms | 5 - 437 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 148.158 ms | 1 - 7 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 98.913 ms | 5 - 371 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 32.66 ms | 5 - 7 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Qualcomm® SA8775P | 32.62 ms | 2 - 369 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 44.511 ms | 3 - 9 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 627.789 ms | 5 - 578 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 60.961 ms | 5 - 433 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Qualcomm® SA7255P | 98.913 ms | 5 - 371 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Qualcomm® SA8295P | 51.4 ms | 2 - 370 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 19.387 ms | 5 - 425 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 56.52 ms | 5 - 464 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 8.15 ms | 2 - 319 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 9.399 ms | 2 - 2 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Snapdragon® X Elite | 19.17 ms | 2 - 2 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 13.589 ms | 2 - 358 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 83.886 ms | 1 - 5 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 51.739 ms | 2 - 305 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 18.707 ms | 3 - 158 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Qualcomm® SA8775P | 18.785 ms | 0 - 303 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 78.598 ms | 1 - 5 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 335.582 ms | 2 - 401 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 38.834 ms | 2 - 353 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Qualcomm® SA7255P | 51.739 ms | 2 - 305 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Qualcomm® SA8295P | 28.505 ms | 0 - 303 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 9.895 ms | 0 - 319 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 31.027 ms | 2 - 337 MB | NPU |
| roi_head | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1993.741 ms | 0 - 2905 MB | NPU |
| roi_head | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2470.634 ms | 0 - 3267 MB | NPU |
| roi_head | TFLITE | float | Qualcomm® SA8295P | 1405.987 ms | 0 - 1578 MB | CPU |
| roi_head | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2187.956 ms | 0 - 2721 MB | NPU |
| roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 167.788 ms | 0 - 1511 MB | NPU |
| roi_head | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 252.545 ms | 0 - 1531 MB | NPU |
| roi_head | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 476.816 ms | 0 - 1312 MB | NPU |
| roi_head | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 345.304 ms | 0 - 3 MB | NPU |
| roi_head | TFLITE | w8a8 | Qualcomm® SA8775P | 345.962 ms | 0 - 1312 MB | NPU |
| roi_head | TFLITE | w8a8 | Qualcomm® QCS9075 | 362.397 ms | 0 - 33 MB | NPU |
| roi_head | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 863.085 ms | 3 - 862 MB | NPU |
| roi_head | TFLITE | w8a8 | Qualcomm® SA7255P | 476.816 ms | 0 - 1312 MB | NPU |
| roi_head | TFLITE | w8a8 | Qualcomm® SA8295P | 364.212 ms | 0 - 746 MB | NPU |
| roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 188.389 ms | 0 - 1331 MB | NPU |
| roi_head | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1830.363 ms | 1119 - 2378 MB | NPU |
License
- The license for the original implementation of Detectron2-Detection can be found here.
References
Community
- Join our AI Hub Slack community to collaborate, post questions and learn more about on-device AI.
- For questions or feedback please reach out to us.