---
title: Detectron2-Detection
canonical_url: "https://www.modelscope.cn/models/Qualcomm-AI-Hub/Detectron2-Detection"
md_url: "https://www.modelscope.cn/models/Qualcomm-AI-Hub/Detectron2-Detection.md"
repository: Qualcomm-AI-Hub/Detectron2-Detection
last_updated: 2026-10-16
license: apache-2.0
downloads: 0
stars: 0
tags:
  - android
---

# Detectron2-Detection

> Detectron2-Detection - Qualcomm-AI-Hub 在 ModelScope 开源的模型。Detectron2-Detection: Optimized for Qualcomm Devices

Qualcomm-AI-Hub/Detectron2-Detection 是 ModelScope 魔搭社区上的机器学习模型，采用 apache-2.0 许可。

- **Repository**: Qualcomm-AI-Hub/Detectron2-Detection
- **License**: apache-2.0
- **Tags**: android
- **Downloads**: 0
- **Stars**: 0
- **Last updated**: 2026-10-16

Source: https://www.modelscope.cn/models/Qualcomm-AI-Hub/Detectron2-Detection

---

![](https://china-qaihub-public-assets.s3.cn-northwest-1.amazonaws.com.cn/qai-hub-models/models/detectron2_detection/web-assets/model_demo.png)

# 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](https://github.com/facebookresearch/detectron2/).
This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models-cn/blob/main/src/qai_hub_models/models/detectron2_detection) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).

Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.cn) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) 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 2.45, ONNX Runtime 1.27.1 | [Download](https://china-qaihub-public-assets.s3.cn-northwest-1.amazonaws.com.cn/qai-hub-models/models/detectron2_detection/releases/v0.62.1/detectron2_detection-onnx-float.zip)
| ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://china-qaihub-public-assets.s3.cn-northwest-1.amazonaws.com.cn/qai-hub-models/models/detectron2_detection/releases/v0.62.1/detectron2_detection-onnx-w8a16.zip)
| ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://china-qaihub-public-assets.s3.cn-northwest-1.amazonaws.com.cn/qai-hub-models/models/detectron2_detection/releases/v0.62.1/detectron2_detection-onnx-w8a8.zip)
| QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://china-qaihub-public-assets.s3.cn-northwest-1.amazonaws.com.cn/qai-hub-models/models/detectron2_detection/releases/v0.62.1/detectron2_detection-qnn_dlc-float.zip)
| QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://china-qaihub-public-assets.s3.cn-northwest-1.amazonaws.com.cn/qai-hub-models/models/detectron2_detection/releases/v0.62.1/detectron2_detection-qnn_dlc-w8a16.zip)
| QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://china-qaihub-public-assets.s3.cn-northwest-1.amazonaws.com.cn/qai-hub-models/models/detectron2_detection/releases/v0.62.1/detectron2_detection-qnn_dlc-w8a8.zip)
| TFLITE | float | Universal | QAIRT 2.45 | [Download](https://china-qaihub-public-assets.s3.cn-northwest-1.amazonaws.com.cn/qai-hub-models/models/detectron2_detection/releases/v0.62.1/detectron2_detection-tflite-float.zip)
| TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://china-qaihub-public-assets.s3.cn-northwest-1.amazonaws.com.cn/qai-hub-models/models/detectron2_detection/releases/v0.62.1/detectron2_detection-tflite-w8a8.zip)

For more device-specific assets and performance metrics, visit **[Detectron2-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.cn/models/detectron2_detection)**.


### Option 2: Export with Custom Configurations

Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models-cn/blob/main/src/qai_hub_models/models/detectron2_detection) 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](https://github.com/qualcomm/ai-hub-models-cn/blob/main/src/qai_hub_models/models/detectron2_detection) for usage instructions.

## Model Details

**Model Type:** Model_use_case.object_detection

**Model Stats:**
- Input resolution: 800x800
- Model checkpoint: faster_rcnn_R_50_C4_1x
- Model size (float): 129 MB
- Number of parameters: 33.8M

## Performance Summary
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|---|---|---|---|---|---|---
| proposal_generator | ONNX | float | Snapdragon® X Elite | 33.849 ms | 72 - 72 MB | NPU
| proposal_generator | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 26.006 ms | 36 - 562 MB | NPU
| proposal_generator | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 63.61 ms | 1 - 502 MB | NPU
| proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 52.442 ms | 7 - 18 MB | NPU
| proposal_generator | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 34.348 ms | 12 - 81 MB | NPU
| proposal_generator | ONNX | float | Qualcomm® QCS8450 | 63.61 ms | 1 - 502 MB | NPU
| proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 49.861 ms | 7 - 17 MB | NPU
| proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 33.849 ms | 72 - 72 MB | NPU
| proposal_generator | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 20.918 ms | 25 - 483 MB | NPU
| proposal_generator | ONNX | float | Snapdragon® 8 Elite Mobile | 20.918 ms | 25 - 483 MB | NPU
| proposal_generator | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 19.583 ms | 26 - 594 MB | NPU
| proposal_generator | ONNX | w8a16 | Snapdragon® X2 Elite | 10.881 ms | 36 - 36 MB | NPU
| proposal_generator | ONNX | w8a16 | Snapdragon® X Elite | 19.625 ms | 36 - 36 MB | NPU
| proposal_generator | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 13.761 ms | 18 - 555 MB | NPU
| proposal_generator | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 34.256 ms | 15 - 529 MB | NPU
| proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 114.351 ms | 18 - 21 MB | NPU
| proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 19.729 ms | 14 - 18 MB | NPU
| proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 19.023 ms | 6 - 31 MB | NPU
| proposal_generator | ONNX | w8a16 | Qualcomm® QCS8450 | 34.256 ms | 15 - 529 MB | NPU
| proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 20.536 ms | 18 - 21 MB | NPU
| proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 19.625 ms | 36 - 36 MB | NPU
| proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 277.34 ms | 17 - 558 MB | NPU
| proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 31.445 ms | 16 - 493 MB | NPU
| proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 11.607 ms | 15 - 481 MB | NPU
| proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 11.607 ms | 15 - 481 MB | NPU
| proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 9.629 ms | 13 - 490 MB | NPU
| proposal_generator | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 31.445 ms | 16 - 493 MB | NPU
| proposal_generator | ONNX | w8a8 | Snapdragon® X2 Elite | 4.56 ms | 18 - 18 MB | NPU
| proposal_generator | ONNX | w8a8 | Snapdragon® X Elite | 11.099 ms | 19 - 19 MB | NPU
| proposal_generator | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 8.199 ms | 9 - 488 MB | NPU
| proposal_generator | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 15.702 ms | 7 - 480 MB | NPU
| proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 48.83 ms | 8 - 11 MB | NPU
| proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 11.638 ms | 7 - 11 MB | NPU
| proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 11.399 ms | 0 - 26 MB | NPU
| proposal_generator | ONNX | w8a8 | Qualcomm® QCS8450 | 15.702 ms | 7 - 480 MB | NPU
| proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 11.475 ms | 8 - 11 MB | NPU
| proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 11.099 ms | 19 - 19 MB | NPU
| proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 132.762 ms | 0 - 424 MB | NPU
| proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 18.943 ms | 9 - 445 MB | NPU
| proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 6.1 ms | 7 - 436 MB | NPU
| proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 6.1 ms | 7 - 436 MB | NPU
| proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.518 ms | 7 - 446 MB | NPU
| proposal_generator | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 18.943 ms | 9 - 445 MB | NPU
| proposal_generator | QNN_DLC | float | Snapdragon® X Elite | 36.75 ms | 7 - 7 MB | NPU
| proposal_generator | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 26.992 ms | 7 - 552 MB | NPU
| proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 52.91 ms | 7 - 28 MB | NPU
| proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 37.328 ms | 5 - 7 MB | NPU
| proposal_generator | QNN_DLC | float | Qualcomm® SA8775P | 50.966 ms | 0 - 466 MB | NPU
| proposal_generator | QNN_DLC | float | Qualcomm® SA8650P | 50.966 ms | 0 - 466 MB | NPU
| proposal_generator | QNN_DLC | float | Qualcomm® SA8255P | 50.966 ms | 0 - 466 MB | NPU
| proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 51.426 ms | 7 - 27 MB | NPU
| proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 36.75 ms | 7 - 7 MB | NPU
| proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 21.586 ms | 0 - 465 MB | NPU
| proposal_generator | QNN_DLC | float | Qualcomm® SA7255P | 155.027 ms | 2 - 469 MB | NPU
| proposal_generator | QNN_DLC | float | Qualcomm® SA8295P | 56.241 ms | 1 - 434 MB | NPU
| proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 21.586 ms | 0 - 465 MB | NPU
| proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 21.445 ms | 7 - 588 MB | NPU
| proposal_generator | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 15.131 ms | 4 - 4 MB | NPU
| proposal_generator | QNN_DLC | w8a16 | Snapdragon® X Elite | 26.3 ms | 4 - 4 MB | NPU
| proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 15.776 ms | 4 - 538 MB | NPU
| proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 37.735 ms | 4 - 523 MB | NPU
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 125.345 ms | 1 - 12 MB | NPU
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 27.654 ms | 4 - 15 MB | NPU
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 27.098 ms | 4 - 19 MB | NPU
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8775P | 27.074 ms | 2 - 461 MB | NPU
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8650P | 27.074 ms | 2 - 461 MB | NPU
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8255P | 27.074 ms | 2 - 461 MB | NPU
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 37.735 ms | 4 - 523 MB | NPU
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 27.396 ms | 1 - 12 MB | NPU
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 26.3 ms | 4 - 4 MB | NPU
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 338.855 ms | 4 - 563 MB | NPU
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 35.533 ms | 4 - 492 MB | NPU
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 20.175 ms | 4 - 451 MB | NPU
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA7255P | 53.721 ms | 0 - 460 MB | NPU
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8295P | 35.2 ms | 0 - 456 MB | NPU
| proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 20.175 ms | 4 - 451 MB | NPU
| proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 15.261 ms | 4 - 463 MB | NPU
| proposal_generator | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 35.533 ms | 4 - 492 MB | NPU
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 7.618 ms | 2 - 2 MB | NPU
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® X Elite | 14.156 ms | 2 - 2 MB | NPU
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 10.531 ms | 2 - 495 MB | NPU
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 19.933 ms | 2 - 491 MB | NPU
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 53.624 ms | 4 - 10 MB | NPU
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 14.546 ms | 1 - 7 MB | NPU
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 14.357 ms | 2 - 265 MB | NPU
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8775P | 14.71 ms | 2 - 440 MB | NPU
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8650P | 14.71 ms | 2 - 440 MB | NPU
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8255P | 14.71 ms | 2 - 440 MB | NPU
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 19.933 ms | 2 - 491 MB | NPU
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 14.685 ms | 2 - 8 MB | NPU
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 14.156 ms | 2 - 2 MB | NPU
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 175.899 ms | 2 - 463 MB | NPU
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 24.003 ms | 2 - 427 MB | NPU
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 8.016 ms | 2 - 432 MB | NPU
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA7255P | 29.353 ms | 2 - 439 MB | NPU
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8295P | 19.247 ms | 2 - 440 MB | NPU
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 8.016 ms | 2 - 432 MB | NPU
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.329 ms | 2 - 438 MB | NPU
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 24.003 ms | 2 - 427 MB | NPU
| proposal_generator | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 53.356 ms | 0 - 60 MB | NPU
| proposal_generator | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 21.822 ms | 11 - 486 MB | NPU
| proposal_generator | TFLITE | float | Qualcomm® SA8295P | 56.738 ms | 11 - 452 MB | NPU
| proposal_generator | TFLITE | float | Snapdragon® 8 Elite Mobile | 21.822 ms | 11 - 486 MB | NPU
| proposal_generator | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 21.641 ms | 10 - 599 MB | NPU
| proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 12.689 ms | 2 - 487 MB | NPU
| proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 21.634 ms | 3 - 477 MB | NPU
| proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 16.656 ms | 3 - 30 MB | NPU
| proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 16.426 ms | 3 - 6 MB | NPU
| proposal_generator | TFLITE | w8a8 | Qualcomm® SA8775P | 17.168 ms | 3 - 426 MB | NPU
| proposal_generator | TFLITE | w8a8 | Qualcomm® SA8650P | 17.168 ms | 3 - 426 MB | NPU
| proposal_generator | TFLITE | w8a8 | Qualcomm® SA8255P | 17.168 ms | 3 - 426 MB | NPU
| proposal_generator | TFLITE | w8a8 | Qualcomm® QCS8450 | 21.634 ms | 3 - 477 MB | NPU
| proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 16.986 ms | 0 - 27 MB | NPU
| proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 25.493 ms | 2 - 442 MB | NPU
| proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 9.326 ms | 2 - 430 MB | NPU
| proposal_generator | TFLITE | w8a8 | Qualcomm® SA7255P | 30.359 ms | 3 - 425 MB | NPU
| proposal_generator | TFLITE | w8a8 | Qualcomm® SA8295P | 22.111 ms | 3 - 427 MB | NPU
| proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 9.326 ms | 2 - 430 MB | NPU
| proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.504 ms | 2 - 450 MB | NPU
| proposal_generator | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 25.493 ms | 2 - 442 MB | NPU
| roi_head | ONNX | float | Snapdragon® X Elite | 64.78 ms | 30 - 30 MB | NPU
| roi_head | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 49.086 ms | 10 - 1484 MB | NPU
| roi_head | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 97.651 ms | 1 - 439 MB | NPU
| roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 104.577 ms | 10 - 23 MB | NPU
| roi_head | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 65.563 ms | 0 - 33 MB | NPU
| roi_head | ONNX | float | Qualcomm® QCS8450 | 97.651 ms | 1 - 439 MB | NPU
| roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 95.08 ms | 10 - 22 MB | NPU
| roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 64.78 ms | 30 - 30 MB | NPU
| roi_head | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 41.318 ms | 0 - 1292 MB | NPU
| roi_head | ONNX | float | Snapdragon® 8 Elite Mobile | 41.318 ms | 0 - 1292 MB | NPU
| roi_head | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 28.238 ms | 0 - 1371 MB | NPU
| roi_head | ONNX | w8a16 | Snapdragon® X2 Elite | 16.253 ms | 6 - 6 MB | NPU
| roi_head | ONNX | w8a16 | Snapdragon® X Elite | 34.844 ms | 14 - 14 MB | NPU
| roi_head | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 25.173 ms | 5 - 469 MB | NPU
| roi_head | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 63.358 ms | 6 - 469 MB | NPU
| roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 194.946 ms | 5 - 8 MB | NPU
| roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 36.791 ms | 5 - 8 MB | NPU
| roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 34.012 ms | 0 - 17 MB | NPU
| roi_head | ONNX | w8a16 | Qualcomm® QCS8450 | 63.358 ms | 6 - 469 MB | NPU
| roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 33.476 ms | 5 - 8 MB | NPU
| roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 34.844 ms | 14 - 14 MB | NPU
| roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 575.321 ms | 0 - 871 MB | NPU
| roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 56.466 ms | 6 - 562 MB | NPU
| roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 19.714 ms | 0 - 458 MB | NPU
| roi_head | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 19.714 ms | 0 - 458 MB | NPU
| roi_head | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 14.323 ms | 1 - 463 MB | NPU
| roi_head | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 56.466 ms | 6 - 562 MB | NPU
| roi_head | ONNX | w8a8 | Snapdragon® X2 Elite | 9.29 ms | 3 - 3 MB | NPU
| roi_head | ONNX | w8a8 | Snapdragon® X Elite | 19.705 ms | 15 - 15 MB | NPU
| roi_head | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 12.996 ms | 3 - 375 MB | NPU
| roi_head | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 43.871 ms | 3 - 372 MB | NPU
| roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 102.147 ms | 2 - 5 MB | NPU
| roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 18.839 ms | 2 - 6 MB | NPU
| roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 19.071 ms | 0 - 232 MB | NPU
| roi_head | ONNX | w8a8 | Qualcomm® QCS8450 | 43.871 ms | 3 - 372 MB | NPU
| roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 20.07 ms | 2 - 5 MB | NPU
| roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 19.705 ms | 15 - 15 MB | NPU
| roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 336.87 ms | 0 - 508 MB | NPU
| roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 33.281 ms | 3 - 381 MB | NPU
| roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 10.462 ms | 0 - 334 MB | NPU
| roi_head | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 10.462 ms | 0 - 334 MB | NPU
| roi_head | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 8.698 ms | 0 - 341 MB | NPU
| roi_head | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 33.281 ms | 3 - 381 MB | NPU
| roi_head | QNN_DLC | float | Snapdragon® X Elite | 64.305 ms | 10 - 10 MB | NPU
| roi_head | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 48.505 ms | 10 - 1580 MB | NPU
| roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 103.266 ms | 10 - 22 MB | NPU
| roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 65.074 ms | 10 - 13 MB | NPU
| roi_head | QNN_DLC | float | Qualcomm® SA8775P | 96.625 ms | 1 - 1377 MB | NPU
| roi_head | QNN_DLC | float | Qualcomm® SA8650P | 96.625 ms | 1 - 1377 MB | NPU
| roi_head | QNN_DLC | float | Qualcomm® SA8255P | 96.625 ms | 1 - 1377 MB | NPU
| roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 94.268 ms | 10 - 21 MB | NPU
| roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 64.305 ms | 10 - 10 MB | NPU
| roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 40.273 ms | 5 - 1444 MB | NPU
| roi_head | QNN_DLC | float | Qualcomm® SA7255P | 332.866 ms | 1 - 1378 MB | NPU
| roi_head | QNN_DLC | float | Qualcomm® SA8295P | 93.952 ms | 0 - 386 MB | NPU
| roi_head | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 40.273 ms | 5 - 1444 MB | NPU
| roi_head | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 27.867 ms | 10 - 1540 MB | NPU
| roi_head | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 15.953 ms | 5 - 5 MB | NPU
| roi_head | QNN_DLC | w8a16 | Snapdragon® X Elite | 31.944 ms | 5 - 5 MB | NPU
| roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 25.236 ms | 5 - 436 MB | NPU
| roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 47.676 ms | 5 - 436 MB | NPU
| roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 186.618 ms | 5 - 11 MB | NPU
| roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 35.0 ms | 5 - 12 MB | NPU
| roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 31.502 ms | 0 - 27 MB | NPU
| roi_head | QNN_DLC | w8a16 | Qualcomm® SA8775P | 31.541 ms | 1 - 380 MB | NPU
| roi_head | QNN_DLC | w8a16 | Qualcomm® SA8650P | 31.541 ms | 1 - 380 MB | NPU
| roi_head | QNN_DLC | w8a16 | Qualcomm® SA8255P | 31.541 ms | 1 - 380 MB | NPU
| roi_head | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 47.676 ms | 5 - 436 MB | NPU
| roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 31.367 ms | 5 - 11 MB | NPU
| roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 31.944 ms | 5 - 5 MB | NPU
| roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 619.851 ms | 5 - 522 MB | NPU
| roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 52.496 ms | 5 - 470 MB | NPU
| roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 19.072 ms | 5 - 428 MB | NPU
| roi_head | QNN_DLC | w8a16 | Qualcomm® SA7255P | 96.915 ms | 5 - 384 MB | NPU
| roi_head | QNN_DLC | w8a16 | Qualcomm® SA8295P | 51.656 ms | 0 - 380 MB | NPU
| roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 19.072 ms | 5 - 428 MB | NPU
| roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 13.543 ms | 5 - 432 MB | NPU
| roi_head | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 52.496 ms | 5 - 470 MB | NPU
| roi_head | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 9.459 ms | 2 - 2 MB | NPU
| roi_head | QNN_DLC | w8a8 | Snapdragon® X Elite | 19.946 ms | 2 - 2 MB | NPU
| roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 12.515 ms | 2 - 350 MB | NPU
| roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 34.276 ms | 2 - 349 MB | NPU
| roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 98.361 ms | 1 - 5 MB | NPU
| roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 18.223 ms | 2 - 7 MB | NPU
| roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 19.026 ms | 3 - 7 MB | NPU
| roi_head | QNN_DLC | w8a8 | Qualcomm® SA8775P | 19.52 ms | 2 - 302 MB | NPU
| roi_head | QNN_DLC | w8a8 | Qualcomm® SA8650P | 19.52 ms | 2 - 302 MB | NPU
| roi_head | QNN_DLC | w8a8 | Qualcomm® SA8255P | 19.52 ms | 2 - 302 MB | NPU
| roi_head | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 34.276 ms | 2 - 349 MB | NPU
| roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 19.565 ms | 0 - 4 MB | NPU
| roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 19.946 ms | 2 - 2 MB | NPU
| roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 298.776 ms | 2 - 383 MB | NPU
| roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 31.131 ms | 2 - 326 MB | NPU
| roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 10.028 ms | 2 - 314 MB | NPU
| roi_head | QNN_DLC | w8a8 | Qualcomm® SA7255P | 49.108 ms | 1 - 301 MB | NPU
| roi_head | QNN_DLC | w8a8 | Qualcomm® SA8295P | 28.154 ms | 0 - 302 MB | NPU
| roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 10.028 ms | 2 - 314 MB | NPU
| roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 8.361 ms | 2 - 320 MB | NPU
| roi_head | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 31.131 ms | 2 - 326 MB | NPU
| roi_head | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 2271.851 ms | 0 - 4083 MB | CPU
| roi_head | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 476.046 ms | 1 - 2884 MB | CPU
| roi_head | TFLITE | float | Qualcomm® SA8295P | 507.656 ms | 1 - 1601 MB | CPU
| roi_head | TFLITE | float | Snapdragon® 8 Elite Mobile | 476.046 ms | 1 - 2884 MB | CPU
| roi_head | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1995.763 ms | 1 - 2928 MB | NPU
| roi_head | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 286.664 ms | 0 - 1871 MB | NPU
| roi_head | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 869.557 ms | 1 - 817 MB | NPU
| roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 332.928 ms | 0 - 36 MB | NPU
| roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 374.346 ms | 0 - 4 MB | NPU
| roi_head | TFLITE | w8a8 | Qualcomm® SA8775P | 366.741 ms | 0 - 1447 MB | NPU
| roi_head | TFLITE | w8a8 | Qualcomm® SA8650P | 366.741 ms | 0 - 1447 MB | NPU
| roi_head | TFLITE | w8a8 | Qualcomm® SA8255P | 366.741 ms | 0 - 1447 MB | NPU
| roi_head | TFLITE | w8a8 | Qualcomm® QCS8450 | 869.557 ms | 1 - 817 MB | NPU
| roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 353.019 ms | 0 - 35 MB | NPU
| roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1827.485 ms | 1143 - 2402 MB | NPU
| roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 195.153 ms | 0 - 1329 MB | NPU
| roi_head | TFLITE | w8a8 | Qualcomm® SA7255P | 515.806 ms | 0 - 1447 MB | NPU
| roi_head | TFLITE | w8a8 | Qualcomm® SA8295P | 387.547 ms | 0 - 666 MB | NPU
| roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 195.153 ms | 0 - 1329 MB | NPU
| roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 160.955 ms | 0 - 1607 MB | NPU
| roi_head | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1827.485 ms | 1143 - 2402 MB | NPU

## License
* The license for the original implementation of Detectron2-Detection can be found
  [here](https://github.com/facebookresearch/detectron2/blob/main/LICENSE).

## References
* [Source Model Implementation](https://github.com/facebookresearch/detectron2/)

## Community
* For questions or feedback, chat with our engineers in [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.cn).