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 2.45 | Download |
| QNN_DLC | w8a16 | Universal | QAIRT 2.45 | Download |
| QNN_DLC | w8a8 | Universal | QAIRT 2.45 | Download |
| TFLITE | w8a8 | Universal | QAIRT 2.45 | 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 | 14.764 ms | 35 - 492 MB | NPU |
| proposal_generator | ONNX | float | Snapdragon® X2 Elite | 15.275 ms | 65 - 65 MB | NPU |
| proposal_generator | ONNX | float | Snapdragon® X Elite | 32.041 ms | 66 - 66 MB | NPU |
| proposal_generator | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 24.126 ms | 3 - 538 MB | NPU |
| proposal_generator | ONNX | float | Qualcomm® QCS8550 (Proxy) | 32.084 ms | 11 - 46 MB | NPU |
| proposal_generator | ONNX | float | Qualcomm® QCS9075 | 59.183 ms | 7 - 17 MB | NPU |
| proposal_generator | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 19.048 ms | 2 - 444 MB | NPU |
| proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 8.533 ms | 10 - 509 MB | NPU |
| proposal_generator | ONNX | w8a16 | Snapdragon® X2 Elite | 9.79 ms | 35 - 35 MB | NPU |
| proposal_generator | ONNX | w8a16 | Snapdragon® X Elite | 19.909 ms | 33 - 33 MB | NPU |
| proposal_generator | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 13.657 ms | 17 - 557 MB | NPU |
| proposal_generator | ONNX | w8a16 | Qualcomm® QCS6490 | 2949.748 ms | 187 - 204 MB | CPU |
| proposal_generator | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 19.337 ms | 6 - 28 MB | NPU |
| proposal_generator | ONNX | w8a16 | Qualcomm® QCS9075 | 28.746 ms | 16 - 19 MB | NPU |
| proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 11.019 ms | 14 - 498 MB | NPU |
| proposal_generator | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1404.84 ms | 190 - 197 MB | CPU |
| proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.805 ms | 8 - 427 MB | NPU |
| proposal_generator | ONNX | w8a8 | Snapdragon® X2 Elite | 4.97 ms | 19 - 19 MB | NPU |
| proposal_generator | ONNX | w8a8 | Snapdragon® X Elite | 11.625 ms | 19 - 19 MB | NPU |
| proposal_generator | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 8.547 ms | 9 - 473 MB | NPU |
| proposal_generator | ONNX | w8a8 | Qualcomm® QCS6490 | 444.574 ms | 151 - 178 MB | CPU |
| proposal_generator | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 11.962 ms | 0 - 26 MB | NPU |
| proposal_generator | ONNX | w8a8 | Qualcomm® QCS9075 | 15.718 ms | 7 - 10 MB | NPU |
| proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 6.276 ms | 6 - 426 MB | NPU |
| proposal_generator | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 357.745 ms | 152 - 160 MB | CPU |
| proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 22.226 ms | 7 - 493 MB | NPU |
| proposal_generator | QNN_DLC | float | Snapdragon® X2 Elite | 22.33 ms | 7 - 7 MB | NPU |
| proposal_generator | QNN_DLC | float | Snapdragon® X Elite | 54.164 ms | 7 - 7 MB | NPU |
| proposal_generator | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 37.347 ms | 7 - 557 MB | NPU |
| proposal_generator | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 184.315 ms | 2 - 469 MB | NPU |
| proposal_generator | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 53.332 ms | 7 - 10 MB | NPU |
| proposal_generator | QNN_DLC | float | Qualcomm® SA8775P | 67.435 ms | 1 - 468 MB | NPU |
| proposal_generator | QNN_DLC | float | Qualcomm® QCS9075 | 78.863 ms | 7 - 27 MB | NPU |
| proposal_generator | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 87.073 ms | 7 - 502 MB | NPU |
| proposal_generator | QNN_DLC | float | Qualcomm® SA7255P | 184.315 ms | 2 - 469 MB | NPU |
| proposal_generator | QNN_DLC | float | Qualcomm® SA8295P | 76.9 ms | 0 - 433 MB | NPU |
| proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 28.107 ms | 0 - 478 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 22.928 ms | 4 - 452 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 24.603 ms | 4 - 4 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Snapdragon® X Elite | 55.76 ms | 4 - 4 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 36.194 ms | 4 - 756 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 163.95 ms | 1 - 12 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 97.338 ms | 1 - 547 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 54.604 ms | 4 - 367 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8775P | 54.322 ms | 1 - 547 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 76.989 ms | 0 - 11 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 463.997 ms | 4 - 541 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 61.636 ms | 4 - 737 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA7255P | 97.338 ms | 1 - 547 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8295P | 65.549 ms | 0 - 542 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 25.416 ms | 4 - 444 MB | NPU |
| proposal_generator | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 63.812 ms | 4 - 532 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 20.803 ms | 2 - 436 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 21.291 ms | 2 - 2 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® X Elite | 41.322 ms | 2 - 2 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 27.277 ms | 2 - 496 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 64.955 ms | 2 - 8 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 71.627 ms | 2 - 439 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 40.263 ms | 2 - 6 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8775P | 40.354 ms | 2 - 440 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 43.701 ms | 4 - 10 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 196.887 ms | 2 - 443 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 47.242 ms | 2 - 491 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA7255P | 71.627 ms | 2 - 439 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8295P | 45.15 ms | 2 - 439 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 23.73 ms | 2 - 441 MB | NPU |
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 28.887 ms | 2 - 437 MB | NPU |
| proposal_generator | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 16.174 ms | 10 - 494 MB | NPU |
| proposal_generator | TFLITE | float | Qualcomm® SA8295P | 54.6 ms | 11 - 446 MB | NPU |
| proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.02 ms | 2 - 444 MB | NPU |
| proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 12.505 ms | 2 - 485 MB | NPU |
| proposal_generator | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 29.659 ms | 3 - 427 MB | NPU |
| proposal_generator | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 16.623 ms | 3 - 5 MB | NPU |
| proposal_generator | TFLITE | w8a8 | Qualcomm® SA8775P | 16.615 ms | 3 - 427 MB | NPU |
| proposal_generator | TFLITE | w8a8 | Qualcomm® QCS9075 | 20.505 ms | 1 - 30 MB | NPU |
| proposal_generator | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 21.651 ms | 3 - 478 MB | NPU |
| proposal_generator | TFLITE | w8a8 | Qualcomm® SA7255P | 29.659 ms | 3 - 427 MB | NPU |
| proposal_generator | TFLITE | w8a8 | Qualcomm® SA8295P | 21.267 ms | 3 - 427 MB | NPU |
| proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.849 ms | 2 - 437 MB | NPU |
| proposal_generator | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 23.656 ms | 2 - 443 MB | NPU |
| roi_head | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 27.727 ms | 10 - 1471 MB | NPU |
| roi_head | ONNX | float | Snapdragon® X2 Elite | 31.36 ms | 32 - 32 MB | NPU |
| roi_head | ONNX | float | Snapdragon® X Elite | 67.563 ms | 29 - 29 MB | NPU |
| roi_head | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 47.86 ms | 10 - 1540 MB | NPU |
| roi_head | ONNX | float | Qualcomm® QCS8550 (Proxy) | 64.037 ms | 0 - 33 MB | NPU |
| roi_head | ONNX | float | Qualcomm® QCS9075 | 115.33 ms | 10 - 22 MB | NPU |
| roi_head | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 44.3 ms | 0 - 1374 MB | NPU |
| roi_head | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 15.713 ms | 0 - 473 MB | NPU |
| roi_head | ONNX | w8a16 | Snapdragon® X2 Elite | 17.074 ms | 14 - 14 MB | NPU |
| roi_head | ONNX | w8a16 | Snapdragon® X Elite | 34.224 ms | 12 - 12 MB | NPU |
| roi_head | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 24.842 ms | 5 - 484 MB | NPU |
| roi_head | ONNX | w8a16 | Qualcomm® QCS6490 | 8663.527 ms | 3029 - 3042 MB | CPU |
| roi_head | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 33.315 ms | 0 - 436 MB | NPU |
| roi_head | ONNX | w8a16 | Qualcomm® QCS9075 | 45.693 ms | 5 - 8 MB | NPU |
| roi_head | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 20.748 ms | 0 - 461 MB | NPU |
| roi_head | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3801.914 ms | 2951 - 2958 MB | CPU |
| roi_head | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.997 ms | 0 - 310 MB | NPU |
| roi_head | ONNX | w8a8 | Snapdragon® X2 Elite | 8.751 ms | 15 - 15 MB | NPU |
| roi_head | ONNX | w8a8 | Snapdragon® X Elite | 19.074 ms | 14 - 14 MB | NPU |
| roi_head | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 13.567 ms | 2 - 358 MB | NPU |
| roi_head | ONNX | w8a8 | Qualcomm® QCS6490 | 1711.233 ms | 2531 - 2540 MB | CPU |
| roi_head | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 18.496 ms | 0 - 20 MB | NPU |
| roi_head | ONNX | w8a8 | Qualcomm® QCS9075 | 70.04 ms | 2 - 5 MB | NPU |
| roi_head | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 9.399 ms | 0 - 311 MB | NPU |
| roi_head | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 985.728 ms | 2555 - 2562 MB | CPU |
| roi_head | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 28.13 ms | 1 - 1308 MB | NPU |
| roi_head | QNN_DLC | float | Snapdragon® X2 Elite | 31.238 ms | 10 - 10 MB | NPU |
| roi_head | QNN_DLC | float | Snapdragon® X Elite | 63.755 ms | 10 - 10 MB | NPU |
| roi_head | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 48.044 ms | 10 - 1516 MB | NPU |
| roi_head | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 332.686 ms | 0 - 1315 MB | NPU |
| roi_head | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 64.278 ms | 0 - 25 MB | NPU |
| roi_head | QNN_DLC | float | Qualcomm® SA8775P | 96.188 ms | 0 - 1315 MB | NPU |
| roi_head | QNN_DLC | float | Qualcomm® QCS9075 | 103.692 ms | 12 - 23 MB | NPU |
| roi_head | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 116.599 ms | 4 - 433 MB | NPU |
| roi_head | QNN_DLC | float | Qualcomm® SA7255P | 332.686 ms | 0 - 1315 MB | NPU |
| roi_head | QNN_DLC | float | Qualcomm® SA8295P | 88.71 ms | 0 - 386 MB | NPU |
| roi_head | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 40.868 ms | 10 - 1234 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 13.414 ms | 5 - 418 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 16.055 ms | 5 - 5 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Snapdragon® X Elite | 31.05 ms | 5 - 5 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 24.612 ms | 5 - 428 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 147.728 ms | 7 - 13 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 95.064 ms | 5 - 375 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 30.857 ms | 5 - 7 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Qualcomm® SA8775P | 32.375 ms | 5 - 373 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 45.125 ms | 1 - 7 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 656.52 ms | 5 - 517 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 46.096 ms | 5 - 427 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Qualcomm® SA7255P | 95.064 ms | 5 - 375 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Qualcomm® SA8295P | 50.546 ms | 0 - 371 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 19.274 ms | 5 - 421 MB | NPU |
| roi_head | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 55.938 ms | 5 - 462 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.845 ms | 2 - 307 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 9.113 ms | 2 - 2 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Snapdragon® X Elite | 18.943 ms | 2 - 2 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 13.492 ms | 2 - 340 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 82.875 ms | 2 - 7 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 51.504 ms | 2 - 291 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 18.467 ms | 2 - 5 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Qualcomm® SA8775P | 18.618 ms | 1 - 291 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 75.795 ms | 0 - 4 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 333.381 ms | 2 - 376 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 38.572 ms | 2 - 337 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Qualcomm® SA7255P | 51.504 ms | 2 - 291 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Qualcomm® SA8295P | 28.345 ms | 2 - 294 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 9.501 ms | 2 - 306 MB | NPU |
| roi_head | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 30.44 ms | 2 - 321 MB | NPU |
| roi_head | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1990.26 ms | 0 - 2959 MB | NPU |
| roi_head | TFLITE | float | Qualcomm® SA8295P | 517.528 ms | 0 - 1601 MB | CPU |
| roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 171.788 ms | 0 - 1454 MB | NPU |
| roi_head | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 285.243 ms | 0 - 1598 MB | NPU |
| roi_head | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 515.787 ms | 0 - 1280 MB | NPU |
| roi_head | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 362.898 ms | 0 - 4 MB | NPU |
| roi_head | TFLITE | w8a8 | Qualcomm® SA8775P | 365.49 ms | 0 - 1279 MB | NPU |
| roi_head | TFLITE | w8a8 | Qualcomm® QCS9075 | 396.042 ms | 0 - 33 MB | NPU |
| roi_head | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 873.023 ms | 1 - 805 MB | NPU |
| roi_head | TFLITE | w8a8 | Qualcomm® SA7255P | 515.787 ms | 0 - 1280 MB | NPU |
| roi_head | TFLITE | w8a8 | Qualcomm® SA8295P | 385.004 ms | 0 - 665 MB | NPU |
| roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 196.723 ms | 0 - 1348 MB | NPU |
| roi_head | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1832.743 ms | 1060 - 2306 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.