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PaddleDetection

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PaddleDetection
未验证 提交 dadbbca4 编写于 作者: L Lv Mengsi 提交者： GitHub
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update face_eval_data (#21) 

* update face_eval_data
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configs/face_detection/README.md
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......@@ -114,28 +114,32 @@ For details can refer to [Evaluation](#Evaluate-on-the-FDDB).
#### Infer Time and Model Size comparison
| Architecture | Type | Size | P4 (ms) | CPU (ms) | ARM (ms) | File size (MB) | Flops |
|:------------:|:--------:|:----:|:---------:|:--------:|:----------:|:--------------:|:---------:|
| BlazeFace | Original | 128 | - | - | - | - | - |
| BlazeFace | Lite | 128 | - | - | - | - | - |
| BlazeFace | NAS | 128 | - | - | - | - | - |
| FaceBoxes | Original | 128 | - | - | - | - | - |
| FaceBoxes | Lite | 128 | - | - | - | - | - |
| BlazeFace | Original | 320 | - | - | - | - | - |
| BlazeFace | Lite | 320 | - | - | - | - | - |
| BlazeFace | NAS | 320 | - | - | - | - | - |
| FaceBoxes | Original | 320 | - | - | - | - | - |
| FaceBoxes | Lite | 320 | - | - | - | - | - |
| BlazeFace | Original | 640 | - | - | - | - | - |
| BlazeFace | Lite | 640 | - | - | - | - | - |
| BlazeFace | NAS | 640 | - | - | - | - | - |
| FaceBoxes | Original | 640 | - | - | - | - | - |
| FaceBoxes | Lite | 640 | - | - | - | - | - |
| Architecture | Type | Size | P4(trt32) (ms) | CPU (ms) | Qualcomm SnapDragon 855(armv8) (ms) | Model size (MB) |
|:------------:|:--------:|:----:|:--------------:|:--------:|:-------------------------------------:|:---------------:|
| BlazeFace | Original | 128 | 1.387 | 23.461 | 6.036 | 0.777 |
| BlazeFace | Lite | 128 | 1.323 | 12.802 | 6.193 | 0.68 |
| BlazeFace | NAS | 128 | 1.03 | 6.714 | 2.7152 | 0.234 |
| FaceBoxes | Original | 128 | 3.144 | 14.972 | 19.2196 | 3.6 |
| FaceBoxes | Lite | 128 | 2.295 | 11.276 | 8.5278 | 2 |
| BlazeFace | Original | 320 | 3.01 | 132.408 | 70.6916 | 0.777 |
| BlazeFace | Lite | 320 | 2.535 | 69.964 | 69.9438 | 0.68 |
| BlazeFace | NAS | 320 | 2.392 | 36.962 | 39.8086 | 0.234 |
| FaceBoxes | Original | 320 | 7.556 | 84.531 | 52.1022 | 3.6 |
| FaceBoxes | Lite | 320 | 18.605 | 78.862 | 59.8996 | 2 |
| BlazeFace | Original | 640 | 8.885 | 519.364 | 149.896 | 0.777 |
| BlazeFace | Lite | 640 | 6.988 | 284.13 | 149.902 | 0.68 |
| BlazeFace | NAS | 640 | 7.448 | 142.91 | 69.8266 | 0.234 |
| FaceBoxes | Original | 640 | 78.201 | 394.043 | 169.877 | 3.6 |
| FaceBoxes | Lite | 640 | 59.47 | 313.683 | 139.918 | 2 |
**NOTES:**
- CPU: i5-7360U @ 2.30GHz. Single core and single thread.
- CPU: Intel(R) Xeon(R) CPU E5-2650 v4 @ 2.20GHz
- P4(trt32) and CPU tests based on PaddlePaddle, PaddlePaddle version is 1.6.1
- ARM test environment:
- Qualcomm SnapDragon 855(armv8)
- Single thread
- Paddle-Lite version 2.0.0
## Get Started
......
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