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ModelZoo
PointPillars-pytorch
Commits
dc657c8a
Commit
dc657c8a
authored
Jun 30, 2025
by
dengjb
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update
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07104324
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README.md
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dc657c8a
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@@ -16,7 +16,11 @@
## 环境配置
`-v 路径`
、
`docker_name`
和
`imageID`
根据实际情况修改
###
### 环境配置信息
DCU型号:K100AI
节点数量:1
卡数:1
### Docker(方法一)
```
bash
docker pull image.sourcefind.cn:5000/dcu/admin/base/pytorch:2.4.1-ubuntu22.04-dtk25.04-py3.10
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@@ -109,11 +113,16 @@ python train.py --data_root your_path_to_kitti
```
## 推理-验证
-
从官方下载权重:https://github.com/zhulf0804/PointPillars/tree/main/pretrained
```
cd /your_code_path/pointpillars-pytorch
python evaluate.py --ckpt pretrained/epoch_160.pth --data_root your_path_to_kitti
```
-
自己训练的权重:
```
cd /your_code_path/pointpillars-pytorch
python evaluate.py --ckpt ./pillar_logs/checkpoints/epoch_160.pth --data_root your_path_to_kitti
```
## result
<div
align=
center
>
<img
src=
"./asserts/result.png"
/>
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@@ -145,10 +154,7 @@ AOS AP: 74.4584 68.3366 65.2222
bbox_bev AP: 78.1073 70.4609 66.9258
bbox_3d AP: 72.8538 62.0781 59.3903
```
## 环境配置信息
DCU型号:K100AI
节点数量:1
卡数:1
## 应用场景
### 算法类别
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