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ModelZoo
YOLOX_mmcv
Commits
591212f6
Commit
591212f6
authored
Dec 29, 2023
by
dengjb
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update readme
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README.md
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#
RTMDet
_mmcv
#
yolox
_mmcv
## 论文
`YOLOX: Exceeding YOLO Series in 2021`
<br>
[
论文链接
](
https://arxiv.org/abs/2107.08430
)
...
...
@@ -46,7 +46,7 @@ pip install mmdet==3.2.0 -i https://mirrors.aliyun.com/pypi/simple/
```
## 数据集
COCO2017
(在网络良好的情况下,如果没有下载数据集,程序会默认在线下载数据集)
COCO2017
[
训练数据
](
http://images.cocodataset.org/zips/train2017.zip
)
...
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@@ -77,8 +77,7 @@ COCO2017(在网络良好的情况下,如果没有下载数据集,程序会
```
## 训练
-
数据集放置位置默认为当前目录下 data/
-
如需要变更数据集目录 请修改 configs/
\_
base_
\/
datasets/coco_detection.py 下的 data_root
-
如需要变更数据集目录 请修改 configs/yolox/yolox_s_8xb8-300e_coco.py 下的 data_root
```
python
bash
.
/
train
.
sh
```
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@@ -91,7 +90,7 @@ python demo/image_demo.py demo/demo.jpg ./configs/yolox/yolox_s_8xb8-300e_coco.p
```
## result

## 精度
##
#
精度
| 模型名称 | batchsize | amp混精 | 精度 |
|:--------:|:---------:|:-----:|:----:|
| yolox-s | 256 | off | 40.3 |
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docker/Dockerfile
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591212f6
FROM
image.sourcefind.cn:5000/dcu/admin/base/pytorch:1.13.1-centos7.6-dtk-23.04-py38-latest
RUN
source
/opt/dtk/env.sh
COPY
requirements.txt requirements.txt
COPY
requirements/ requirements/
RUN
pip3
install
mmdet
==
3.2.0
-i
https://mirrors.aliyun.com/pypi/simple/
resources/result.jpg
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