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ModelZoo
UNet_pytorch
Commits
ca6f1e2b
Commit
ca6f1e2b
authored
Jul 12, 2024
by
Rayyyyy
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Add scnet datasets
parent
9df6c015
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README.md
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ca6f1e2b
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@@ -25,10 +25,11 @@ docker run -it --network=host --name=unet --privileged --device=/dev/kfd --devic
cd /path/unet-pytorch
pip install -r requirements.txt
```
### Dockerfile(方法二)
```
docker build --no-cache -t unet:latest .
docker run -dit --network=host --name=unet --privileged --device=/dev/kfd --device=/dev/dri --ipc=host --shm-size=16G
--group-add video --cap-add=SYS_PTRACE --security-opt seccomp=unconfined -u root --ulimit stack=-1:-1 --ulimit memlock=-1:-1 unet:latest
docker run -dit --network=host --name=unet --privileged --device=/dev/kfd --device=/dev/dri --ipc=host --shm-size=16G --group-add video --cap-add=SYS_PTRACE --security-opt seccomp=unconfined -u root --ulimit stack=-1:-1 --ulimit memlock=-1:-1 unet:latest
docker exec -it unet /bin/bash
cd /path/unet-pytorch
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@@ -53,10 +54,10 @@ pip install -r requirements.txt
## 数据集
`Carvana`
-
http
s
://
www.kaggle.com/c/carvana-image-masking-challenge/dat
a
-
http://
113.200.138.88:18080/aidatasets/project-dependency/carvan
a
下载命令:
```
```
bash
bash scripts/download_data.sh
```
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@@ -86,11 +87,12 @@ python -m torch.distributed.launch --nproc_per_node 4 train_ddp.py
```
python predict.py -m model_path -i image.jpg -o output.jpg
```
## result

### 精度
测试数据:
[
test data
](
http
s
://
www.kaggle.com/c/carvana-image-masking-challenge/dat
a
)
,使用的加速卡:Z100L。(采用iou系数)
测试数据:
[
test data
](
http://
113.200.138.88:18080/aidatasets/project-dependency/carvan
a
)
,使用的加速卡:Z100L。(采用iou系数)
根据测试结果情况填写表格:
| Unet | 精度 |
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@@ -99,10 +101,10 @@ python predict.py -m model_path -i image.jpg -o output.jpg
## 应用场景
### 算法类别
`
图像分割
`
图像分割
### 热点应用行业
`
医疗,交通,家居
`
医疗,交通,家居
## 预训练权重
[
SCNet AIModels - milesial-pytorch-unet-3.0
](
http://113.200.138.88:18080/aimodels/findsource-dependency/milesial-pytorch-unet-3.0
)
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