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efficientdet-pytorch
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4d49dc24
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编写于
9月 11, 2020
作者:
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Bubbliiiing
提交者:
GitHub
9月 11, 2020
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### 性能情况
### 性能情况
| 训练数据集 | 权值文件名称 | 测试数据集 | 输入图片大小 | mAP 0.5:0.95 |
| 训练数据集 | 权值文件名称 | 测试数据集 | 输入图片大小 | mAP 0.5:0.95 |
| :-----: | :-----: | :------: | :------: | :------: |
| :-----: | :-----: | :------: | :------: | :------: |
| COCO-Train2017 |
[
efficientdet-d0.pth
](
https://github.com/bubbliiiing/efficientdet-pytorch/releases/download/v1.0/efficientdet-d0.pth
)
| COCO-
Test
| 512x512 | 33.1
| COCO-Train2017 |
[
efficientdet-d0.pth
](
https://github.com/bubbliiiing/efficientdet-pytorch/releases/download/v1.0/efficientdet-d0.pth
)
| COCO-
Val2017
| 512x512 | 33.1
| COCO-Train2017 |
[
efficientdet-d1.pth
](
https://github.com/bubbliiiing/efficientdet-pytorch/releases/download/v1.0/efficientdet-d1.pth
)
| COCO-
Test
| 640x640 | 38.8
| COCO-Train2017 |
[
efficientdet-d1.pth
](
https://github.com/bubbliiiing/efficientdet-pytorch/releases/download/v1.0/efficientdet-d1.pth
)
| COCO-
Val2017
| 640x640 | 38.8
| COCO-Train2017 |
[
efficientdet-d2.pth
](
https://github.com/bubbliiiing/efficientdet-pytorch/releases/download/v1.0/efficientdet-d2.pth
)
| COCO-
Test
| 768x768 | 42.1
| COCO-Train2017 |
[
efficientdet-d2.pth
](
https://github.com/bubbliiiing/efficientdet-pytorch/releases/download/v1.0/efficientdet-d2.pth
)
| COCO-
Val2017
| 768x768 | 42.1
| COCO-Train2017 |
[
efficientdet-d3.pth
](
https://github.com/bubbliiiing/efficientdet-pytorch/releases/download/v1.0/efficientdet-d3.pth
)
| COCO-
Test
| 896x896 | 45.6
| COCO-Train2017 |
[
efficientdet-d3.pth
](
https://github.com/bubbliiiing/efficientdet-pytorch/releases/download/v1.0/efficientdet-d3.pth
)
| COCO-
Val2017
| 896x896 | 45.6
| COCO-Train2017 |
[
efficientdet-d4.pth
](
https://github.com/bubbliiiing/efficientdet-pytorch/releases/download/v1.0/efficientdet-d4.pth
)
| COCO-
Test
| 1024x1024 | 48.8
| COCO-Train2017 |
[
efficientdet-d4.pth
](
https://github.com/bubbliiiing/efficientdet-pytorch/releases/download/v1.0/efficientdet-d4.pth
)
| COCO-
Val2017
| 1024x1024 | 48.8
| COCO-Train2017 |
[
efficientdet-d5.pth
](
https://github.com/bubbliiiing/efficientdet-pytorch/releases/download/v1.0/efficientdet-d5.pth
)
| COCO-
Test
| 1280x1280 | 50.2
| COCO-Train2017 |
[
efficientdet-d5.pth
](
https://github.com/bubbliiiing/efficientdet-pytorch/releases/download/v1.0/efficientdet-d5.pth
)
| COCO-
Val2017
| 1280x1280 | 50.2
| COCO-Train2017 |
[
efficientdet-d6.pth
](
https://github.com/bubbliiiing/efficientdet-pytorch/releases/download/v1.0/efficientdet-d6.pth
)
| COCO-
Test
| 1408x1408 | 50.7
| COCO-Train2017 |
[
efficientdet-d6.pth
](
https://github.com/bubbliiiing/efficientdet-pytorch/releases/download/v1.0/efficientdet-d6.pth
)
| COCO-
Val2017
| 1408x1408 | 50.7
| COCO-Train2017 |
[
efficientdet-d7.pth
](
https://github.com/bubbliiiing/efficientdet-pytorch/releases/download/v1.0/efficientdet-d7.pth
)
| COCO-
Test
| 1536x1536 | 51.2
| COCO-Train2017 |
[
efficientdet-d7.pth
](
https://github.com/bubbliiiing/efficientdet-pytorch/releases/download/v1.0/efficientdet-d7.pth
)
| COCO-
Val2017
| 1536x1536 | 51.2
### 所需环境
### 所需环境
torch==1.2.0
torch==1.2.0
...
...
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