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b6f4099f
编写于
12月 28, 2021
作者:
G
Guanghua Yu
提交者：
GitHub
12月 28, 2021
浏览文件
操作
浏览文件
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差异文件
update picodet model zoo (#5014)
上级
543ecb91
变更
3
隐藏空白更改
内联
并排
Showing
3 changed file
with
57 addition
and
4 deletion
+57
-4
configs/picodet/README.md
configs/picodet/README.md
+4
-2
configs/picodet/README_cn.md
configs/picodet/README_cn.md
+4
-2
configs/picodet/more_config/picodet_lcnet_1_5x_640_coco.yml
configs/picodet/more_config/picodet_lcnet_1_5x_640_coco.yml
+49
-0
未找到文件。
configs/picodet/README.md
浏览文件 @
b6f4099f
...
@@ -27,9 +27,9 @@ We developed a series of lightweight models, named `PP-PicoDet`. Because of the
...
@@ -27,9 +27,9 @@ We developed a series of lightweight models, named `PP-PicoDet`. Because of the
| Model | Input size | mAP
<sup>
val
<br>
0.5:0.95 | mAP
<sup>
val
<br>
0.5 | Params
<br><sup>
(M) | FLOPS
<br><sup>
(G) | Latency
<sup><small>
[
NCNN
](
#latency
)
</small><sup><br><sup>
(ms) | Latency
<sup><small>
[
Lite
](
#latency
)
</small><sup><br><sup>
(ms) | Download | Config |
| Model | Input size | mAP
<sup>
val
<br>
0.5:0.95 | mAP
<sup>
val
<br>
0.5 | Params
<br><sup>
(M) | FLOPS
<br><sup>
(G) | Latency
<sup><small>
[
NCNN
](
#latency
)
</small><sup><br><sup>
(ms) | Latency
<sup><small>
[
Lite
](
#latency
)
</small><sup><br><sup>
(ms) | Download | Config |
| :-------- | :--------: | :---------------------: | :----------------: | :----------------: | :---------------: | :-----------------------------: | :-----------------------------: | :----------------------------------------: | :--------------------------------------- |
| :-------- | :--------: | :---------------------: | :----------------: | :----------------: | :---------------: | :-----------------------------: | :-----------------------------: | :----------------------------------------: | :--------------------------------------- |
| PicoDet-S | 320
*320 | 27.1 | 41.4 | 0.99 | 0.73 | 8.13 | **6.65*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_s_320_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_s_320_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_s_320_coco.yml
)
|
| PicoDet-S | 320
*320 | 27.1 | 41.4 | 0.99 | 0.73 | 8.13 | **6.65*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_s_320_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_s_320_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_s_320_coco.yml
)
|
| PicoDet-S | 416
*416 | 30.
6 | 45.5
| 0.99 | 1.24 | 12.37 | **9.82*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_s_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_s_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_s_416_coco.yml
)
|
| PicoDet-S | 416
*416 | 30.
7 | 45.8
| 0.99 | 1.24 | 12.37 | **9.82*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_s_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_s_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_s_416_coco.yml
)
|
| PicoDet-M | 320
*320 | 30.9 | 45.7 | 2.15 | 1.48 | 11.27 | **9.61*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_m_320_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_m_320_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_m_320_coco.yml
)
|
| PicoDet-M | 320
*320 | 30.9 | 45.7 | 2.15 | 1.48 | 11.27 | **9.61*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_m_320_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_m_320_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_m_320_coco.yml
)
|
| PicoDet-M | 416
*416 | 34.
3 | 49.8
| 2.15 | 2.50 | 17.39 | **15.88*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_m_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_m_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_m_416_coco.yml
)
|
| PicoDet-M | 416
*416 | 34.
8 | 50.5
| 2.15 | 2.50 | 17.39 | **15.88*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_m_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_m_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_m_416_coco.yml
)
|
| PicoDet-L | 320
*320 | 32.9 | 48.2 | 3.30 | 2.23 | 15.26 | **13.42*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_l_320_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_l_320_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_l_320_coco.yml
)
|
| PicoDet-L | 320
*320 | 32.9 | 48.2 | 3.30 | 2.23 | 15.26 | **13.42*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_l_320_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_l_320_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_l_320_coco.yml
)
|
| PicoDet-L | 416
*416 | 36.6 | 52.5 | 3.30 | 3.76 | 23.36 | **21.85*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_l_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_l_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_l_416_coco.yml
)
|
| PicoDet-L | 416
*416 | 36.6 | 52.5 | 3.30 | 3.76 | 23.36 | **21.85*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_l_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_l_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_l_416_coco.yml
)
|
| PicoDet-L | 640
*640 | 40.9 | 57.6 | 3.30 | 8.91 | 54.11 | **50.55*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_l_640_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_l_640_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_l_640_coco.yml
)
|
| PicoDet-L | 640
*640 | 40.9 | 57.6 | 3.30 | 8.91 | 54.11 | **50.55*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_l_640_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_l_640_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_l_640_coco.yml
)
|
...
@@ -41,6 +41,8 @@ We developed a series of lightweight models, named `PP-PicoDet`. Because of the
...
@@ -41,6 +41,8 @@ We developed a series of lightweight models, named `PP-PicoDet`. Because of the
| PicoDet-Shufflenetv2 1x | 416
*416 | 30.0 | 44.6 | 1.17 | 1.53 | 15.06 | **10.63*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_shufflenetv2_1x_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_shufflenetv2_1x_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/more_config/picodet_shufflenetv2_1x_416_coco.yml
)
|
| PicoDet-Shufflenetv2 1x | 416
*416 | 30.0 | 44.6 | 1.17 | 1.53 | 15.06 | **10.63*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_shufflenetv2_1x_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_shufflenetv2_1x_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/more_config/picodet_shufflenetv2_1x_416_coco.yml
)
|
| PicoDet-MobileNetv3-large 1x | 416
*416 | 35.6 | 52.0 | 3.55 | 2.80 | 20.71 | **17.88*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_mobilenetv3_large_1x_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_mobilenetv3_large_1x_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/more_config/picodet_mobilenetv3_large_1x_416_coco.yml
)
|
| PicoDet-MobileNetv3-large 1x | 416
*416 | 35.6 | 52.0 | 3.55 | 2.80 | 20.71 | **17.88*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_mobilenetv3_large_1x_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_mobilenetv3_large_1x_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/more_config/picodet_mobilenetv3_large_1x_416_coco.yml
)
|
| PicoDet-LCNet 1.5x | 416
*416 | 36.3 | 52.2 | 3.10 | 3.85 | 21.29 | **20.8*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_lcnet_1_5x_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_lcnet_1_5x_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/more_config/picodet_lcnet_1_5x_416_coco.yml
)
|
| PicoDet-LCNet 1.5x | 416
*416 | 36.3 | 52.2 | 3.10 | 3.85 | 21.29 | **20.8*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_lcnet_1_5x_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_lcnet_1_5x_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/more_config/picodet_lcnet_1_5x_416_coco.yml
)
|
| PicoDet-LCNet 1.5x | 640
*
640 | 40.6 | 57.4 | 3.10 | - | - | - |
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_lcnet_1_5x_640_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_lcnet_1_5x_640_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/more_config/picodet_lcnet_1_5x_640_coco.yml
)
|
| PicoDet-R18 | 640
*
640 | 40.7 | 57.2 | 11.10 | - | - | - |
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_r18_640_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_r18_640_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/more_config/picodet_r18_640_coco.yml
)
|
<details
open
>
<details
open
>
...
...
configs/picodet/README_cn.md
浏览文件 @
b6f4099f
...
@@ -30,9 +30,9 @@ PP-PicoDet模型有如下特点：
...
@@ -30,9 +30,9 @@ PP-PicoDet模型有如下特点：
| 模型 | 输入尺寸 | mAP
<sup>
val
<br>
0.5:0.95 | mAP
<sup>
val
<br>
0.5 | 参数量
<br><sup>
(M) | FLOPS
<br><sup>
(G) | 预测时延
<sup><small>
[
NCNN
](
#latency
)
</small><sup><br><sup>
(ms) | 预测时延
<sup><small>
[
Lite
](
#latency
)
</small><sup><br><sup>
(ms) | 下载 | 配置文件 |
| 模型 | 输入尺寸 | mAP
<sup>
val
<br>
0.5:0.95 | mAP
<sup>
val
<br>
0.5 | 参数量
<br><sup>
(M) | FLOPS
<br><sup>
(G) | 预测时延
<sup><small>
[
NCNN
](
#latency
)
</small><sup><br><sup>
(ms) | 预测时延
<sup><small>
[
Lite
](
#latency
)
</small><sup><br><sup>
(ms) | 下载 | 配置文件 |
| :-------- | :--------: | :---------------------: | :----------------: | :----------------: | :---------------: | :-----------------------------: | :-----------------------------: | :----------------------------------------: | :--------------------------------------- |
| :-------- | :--------: | :---------------------: | :----------------: | :----------------: | :---------------: | :-----------------------------: | :-----------------------------: | :----------------------------------------: | :--------------------------------------- |
| PicoDet-S | 320
*320 | 27.1 | 41.4 | 0.99 | 0.73 | 8.13 | **6.65*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_s_320_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_s_320_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_s_320_coco.yml
)
|
| PicoDet-S | 320
*320 | 27.1 | 41.4 | 0.99 | 0.73 | 8.13 | **6.65*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_s_320_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_s_320_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_s_320_coco.yml
)
|
| PicoDet-S | 416
*416 | 30.
6 | 45.5
| 0.99 | 1.24 | 12.37 | **9.82*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_s_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_s_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_s_416_coco.yml
)
|
| PicoDet-S | 416
*416 | 30.
7 | 45.8
| 0.99 | 1.24 | 12.37 | **9.82*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_s_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_s_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_s_416_coco.yml
)
|
| PicoDet-M | 320
*320 | 30.9 | 45.7 | 2.15 | 1.48 | 11.27 | **9.61*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_m_320_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_m_320_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_m_320_coco.yml
)
|
| PicoDet-M | 320
*320 | 30.9 | 45.7 | 2.15 | 1.48 | 11.27 | **9.61*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_m_320_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_m_320_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_m_320_coco.yml
)
|
| PicoDet-M | 416
*416 | 34.
3 | 49.8
| 2.15 | 2.50 | 17.39 | **15.88*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_m_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_m_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_m_416_coco.yml
)
|
| PicoDet-M | 416
*416 | 34.
8 | 50.5
| 2.15 | 2.50 | 17.39 | **15.88*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_m_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_m_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_m_416_coco.yml
)
|
| PicoDet-L | 320
*320 | 32.9 | 48.2 | 3.30 | 2.23 | 15.26 | **13.42*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_l_320_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_l_320_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_l_320_coco.yml
)
|
| PicoDet-L | 320
*320 | 32.9 | 48.2 | 3.30 | 2.23 | 15.26 | **13.42*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_l_320_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_l_320_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_l_320_coco.yml
)
|
| PicoDet-L | 416
*416 | 36.6 | 52.5 | 3.30 | 3.76 | 23.36 | **21.85*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_l_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_l_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_l_416_coco.yml
)
|
| PicoDet-L | 416
*416 | 36.6 | 52.5 | 3.30 | 3.76 | 23.36 | **21.85*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_l_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_l_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_l_416_coco.yml
)
|
| PicoDet-L | 640
*640 | 40.9 | 57.6 | 3.30 | 8.91 | 54.11 | **50.55*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_l_640_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_l_640_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_l_640_coco.yml
)
|
| PicoDet-L | 640
*640 | 40.9 | 57.6 | 3.30 | 8.91 | 54.11 | **50.55*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_l_640_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_l_640_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/picodet_l_640_coco.yml
)
|
...
@@ -44,6 +44,8 @@ PP-PicoDet模型有如下特点：
...
@@ -44,6 +44,8 @@ PP-PicoDet模型有如下特点：
| PicoDet-Shufflenetv2 1x | 416
*416 | 30.0 | 44.6 | 1.17 | 1.53 | 15.06 | **10.63*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_shufflenetv2_1x_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_shufflenetv2_1x_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/more_config/picodet_shufflenetv2_1x_416_coco.yml
)
|
| PicoDet-Shufflenetv2 1x | 416
*416 | 30.0 | 44.6 | 1.17 | 1.53 | 15.06 | **10.63*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_shufflenetv2_1x_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_shufflenetv2_1x_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/more_config/picodet_shufflenetv2_1x_416_coco.yml
)
|
| PicoDet-MobileNetv3-large 1x | 416
*416 | 35.6 | 52.0 | 3.55 | 2.80 | 20.71 | **17.88*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_mobilenetv3_large_1x_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_mobilenetv3_large_1x_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/more_config/picodet_mobilenetv3_large_1x_416_coco.yml
)
|
| PicoDet-MobileNetv3-large 1x | 416
*416 | 35.6 | 52.0 | 3.55 | 2.80 | 20.71 | **17.88*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_mobilenetv3_large_1x_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_mobilenetv3_large_1x_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/more_config/picodet_mobilenetv3_large_1x_416_coco.yml
)
|
| PicoDet-LCNet 1.5x | 416
*416 | 36.3 | 52.2 | 3.10 | 3.85 | 21.29 | **20.8*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_lcnet_1_5x_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_lcnet_1_5x_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/more_config/picodet_lcnet_1_5x_416_coco.yml
)
|
| PicoDet-LCNet 1.5x | 416
*416 | 36.3 | 52.2 | 3.10 | 3.85 | 21.29 | **20.8*
*
|
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_lcnet_1_5x_416_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_lcnet_1_5x_416_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/more_config/picodet_lcnet_1_5x_416_coco.yml
)
|
| PicoDet-LCNet 1.5x | 640
*
640 | 40.6 | 57.4 | 3.10 | - | - | - |
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_lcnet_1_5x_640_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_lcnet_1_5x_640_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/more_config/picodet_lcnet_1_5x_640_coco.yml
)
|
| PicoDet-R18 | 640
*
640 | 40.7 | 57.2 | 11.10 | - | - | - |
[
model
](
https://paddledet.bj.bcebos.com/models/picodet_r18_640_coco.pdparams
)
|
[
log
](
https://paddledet.bj.bcebos.com/logs/train_picodet_r18_640_coco.log
)
|
[
config
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/configs/picodet/more_config/picodet_r18_640_coco.yml
)
|
<details
open
>
<details
open
>
<summary><b>
注意事项:
</b></summary>
<summary><b>
注意事项:
</b></summary>
...
...
configs/picodet/more_config/picodet_lcnet_1_5x_640_coco.yml
0 → 100644
浏览文件 @
b6f4099f
_BASE_
:
[
'
../../datasets/coco_detection.yml'
,
'
../../runtime.yml'
,
'
../_base_/picodet_esnet.yml'
,
'
../_base_/optimizer_300e.yml'
,
'
../_base_/picodet_640_reader.yml'
,
]
pretrain_weights
:
https://paddledet.bj.bcebos.com/models/pretrained/LCNet_x1_5_pretrained.pdparams
weights
:
output/picodet_lcnet_1_5x_640_coco/model_final
find_unused_parameters
:
True
use_ema
:
true
cycle_epoch
:
40
snapshot_epoch
:
10
PicoDet
:
backbone
:
LCNet
neck
:
CSPPAN
head
:
PicoHead
LCNet
:
scale
:
1.5
feature_maps
:
[
3
,
4
,
5
]
CSPPAN
:
out_channels
:
160
PicoHead
:
conv_feat
:
name
:
PicoFeat
feat_in
:
160
feat_out
:
160
num_convs
:
4
num_fpn_stride
:
4
norm_type
:
bn
share_cls_reg
:
True
feat_in_chan
:
160
TrainReader
:
batch_size
:
24
LearningRate
:
base_lr
:
0.2
schedulers
:
-
!CosineDecay
max_epochs
:
300
-
!LinearWarmup
start_factor
:
0.1
steps
:
300
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