rm ghost and lcnet, add MobileNetV3_small_x1_0 (#4655)

* Update README.md

configs/centernet/README.md

@@ -20,6 +20,10 @@ English | [简体中文](README_cn.md)
 | DLA-34(paper)  | 512x512 |  37.4  |     -   |    -   |   -    |
 | DLA-34         | 512x512 |  37.6  |     -   | [model](https://bj.bcebos.com/v1/paddledet/models/centernet_dla34_140e_coco.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/centernet/centernet_dla34_140e_coco.yml) |
 | ResNet50 + DLAUp  | 512x512 |  38.9  |     -   | [model](https://bj.bcebos.com/v1/paddledet/models/centernet_r50_140e_coco.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/centernet/centernet_r50_140e_coco.yml) |
+| MobileNetV1_1x + DLAUp  | 512x512 |  28.2  |     -   | [model](https://paddledet.bj.bcebos.com/models/centernet_mbv1_x1_0_140e_coco.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/centernet/centernet_mbv1_1x_140e_coco.yml) |
+| MobileNetV3_small_x1_0 + DLAUp  | 512x512 |  comming soon  |     -   | comming soon | comming soon |
+| MobileNetV3_large_x1_0 + DLAUp  | 512x512 |  27.1  |     -   | [model](https://paddledet.bj.bcebos.com/models/centernet_mbv3_large_x1_0_140e_coco.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/centernet/centernet_mbv3_large_1x_140e_coco.yml) |
+| ShuffleNetV2_x1_0 + DLAUp  | 512x512 | 23.8  |     -   | [model](https://paddledet.bj.bcebos.com/models/centernet_shufflenetv2_1x_140e_coco.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/centernet/centernet_shufflenetv2_1x_140e_coco.yml) |
 
 ## Citations
 ```

configs/centernet/README_cn.md

@@ -20,10 +20,9 @@
 | DLA-34(paper)  | 512x512 |  37.4  |     -   |    -   |   -    |
 | DLA-34         | 512x512 |  37.6  |     -   | [下载链接](https://bj.bcebos.com/v1/paddledet/models/centernet_dla34_140e_coco.pdparams) | [配置文件](https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/centernet/centernet_dla34_140e_coco.yml) |
 | ResNet50 + DLAUp  | 512x512 |  38.9  |     -   | [下载链接](https://bj.bcebos.com/v1/paddledet/models/centernet_r50_140e_coco.pdparams) | [配置文件](https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/centernet/centernet_r50_140e_coco.yml) |
-| GhostNet_x1_3 + DLAUp  | 512x512 | 28.9  |     -   | [下载链接](https://paddledet.bj.bcebos.com/models/centernet_ghostnet_1_3x_140e_coco.pdparams) | [配置文件](https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/centernet/centernet_ghostnet_1_3x_140e_coco.yml) |
-| PP-LCNet_x1_0 + DLAUp  | 512x512 | 26.9  |     -   | [下载链接](https://paddledet.bj.bcebos.com/models/centernet_lcnet_1x_140e_coco.pdparams) | [配置文件](https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/centernet/centernet_lcnet_1x_140e_coco.yml) |
-| MobileNetV1_1x + DLAUp  | 512x512 |  28.2  |     -   | [下载链接](https://paddledet.bj.bcebos.com/models/centernet_mbv1_1x_140e_coco.pdparams) | [配置文件](https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/centernet/centernet_mbv1_1x_140e_coco.yml) |
-| MobileNetV3_large_x1_0 + DLAUp  | 512x512 |  27.1  |     -   | [下载链接](https://paddledet.bj.bcebos.com/models/centernet_mbv3_large_1x_140e_coco.pdparams) | [配置文件](https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/centernet/centernet_mbv3_large_1x_140e_coco.yml) |
+| MobileNetV1_1x + DLAUp  | 512x512 |  28.2  |     -   | [下载链接](https://paddledet.bj.bcebos.com/models/centernet_mbv1_x1_0_140e_coco.pdparams) | [配置文件](https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/centernet/centernet_mbv1_1x_140e_coco.yml) |
+| MobileNetV3_small_x1_0 + DLAUp  | 512x512 |  comming soon  |     -   | comming soon | comming soon |
+| MobileNetV3_large_x1_0 + DLAUp  | 512x512 |  27.1  |     -   | [下载链接](https://paddledet.bj.bcebos.com/models/centernet_mbv3_large_x1_0_140e_coco.pdparams) | [配置文件](https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/centernet/centernet_mbv3_large_1x_140e_coco.yml) |
 | ShuffleNetV2_x1_0 + DLAUp  | 512x512 | 23.8  |     -   | [下载链接](https://paddledet.bj.bcebos.com/models/centernet_shufflenetv2_1x_140e_coco.pdparams) | [配置文件](https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/centernet/centernet_shufflenetv2_1x_140e_coco.yml) |
 
 ## 引用

configs/centernet/centernet_ghostnet_1_3x_140e_coco.yml

-_BASE_: [
-  'centernet_r50_140e_coco.yml'
-]
-
-pretrain_weights: https://paddledet.bj.bcebos.com/models/pretrained/GhostNet_x1_3_ssld_pretrained.pdparams
-weights: output/centernet_ghostnet_1_3x_140e_coco/model_final
-
-CenterNet:
-  backbone: GhostNet
-  neck: CenterNetDLAFPN
-  head: CenterNetHead
-  post_process: CenterNetPostProcess
-
-GhostNet:
-  scale: 1.3
-  conv_decay: 0.00004
-  feature_maps: [4, 6, 12, 17]
-
-TrainReader:
-  batch_size: 32
\ No newline at end of file

configs/centernet/centernet_lcnet_1x_140e_coco.yml

-_BASE_: [
-  'centernet_r50_140e_coco.yml'
-]
-pretrain_weights: https://paddledet.bj.bcebos.com/models/pretrained/LCNet_x1_0_pretrained.pdparams
-weights: output/centernet_lcnet_1x_140e_coco/model_final
-
-CenterNet:
-  backbone: LCNet
-  neck: CenterNetDLAFPN
-  head: CenterNetHead
-  post_process: CenterNetPostProcess
-
-LCNet:
-  scale: 1.0
-  feature_maps: [2, 3, 4, 5]
-
-TrainReader:
-  batch_size: 32
\ No newline at end of file