提交 013fa141 编写于 作者: C cuicheng01

Update PP-LCNet doc

上级 13527930
......@@ -53,7 +53,7 @@ BaseNet经过以上四个方面的改进,得到了PP-LCNet。下表进一步
| 1 | 0 | 1 | 1 | 62.51 | 1.87 |
| 1 | 1 | 0 | 1 | 62.44 | 2.01 |
| 1 | 1 | 1 | 0 | 59.91 | 1.85 |
| 1 | 1 | 1 | 1 | 63.14 | 2.05 |
| <b>1<b> | <b>1<b> | <b>1<b> | <b>1<b> | <b>63.14<b> | <b>2.05<b> |
## 实验部分
......@@ -85,15 +85,15 @@ BaseNet经过以上四个方面的改进,得到了PP-LCNet。下表进一步
| MobileNetV2-0.25x | 1.5 | 34 | 53.21 | 76.52 | 2.47 |
| MobileNetV3-small-0.35x | 1.7 | 15 | 53.03 | 76.37 | 3.02 |
| ShuffleNetV2-0.33x | 0.6 | 24 | 53.73 | 77.05 | 4.30 |
| PP-LCNet-0.25x | 1.5 | 18 | 51.86 | 75.65 | 1.74 |
| <b>PP-LCNet-0.25x<b> | <b>1.5<b> | <b>18<b> | <b>51.86<b> | <b>75.65<b> | <b>1.74<b> |
| MobileNetV2-0.5x | 2.0 | 99 | 65.03 | 85.72 | 2.85 |
| MobileNetV3-large-0.35x | 2.1 | 41 | 64.32 | 85.46 | 3.68 |
| ShuffleNetV2-0.5x | 1.4 | 43 | 60.32 | 82.26 | 4.65 |
| PP-LCNet-0.5x | 1.9 | 47 | 63.14 | 84.66 | 2.05 |
| <b>PP-LCNet-0.5x<b> | <b>1.9<b> | <b>47<b> | <b>63.14<b> | <b>84.66<b> | <b>2.05<b> |
| MobileNetV1-1x | 4.3 | 578 | 70.99 | 89.68 | 3.38 |
| MobileNetV2-1x | 3.5 | 327 | 72.15 | 90.65 | 4.26 |
| MobileNetV3-small-1.25x | 3.6 | 100 | 70.67 | 89.51 | 3.95 |
| PP-LCNet-1x | 3.0 | 161 | 71.32 | 90.03 | 2.46 |
| <b>PP-LCNet-1x<b> |<b> 3.0<b> | <b>161<b> | <b>71.32<b> | <b>90.03<b> | <b>2.46<b> |
### 目标检测
......@@ -103,9 +103,9 @@ BaseNet经过以上四个方面的改进,得到了PP-LCNet。下表进一步
| Backbone | mAP(%) | Latency(ms) |
|-------|-----------|----------|
MobileNetV3-large-0.35x | 19.2 | 8.1 |
PP-LCNet-0.5x | 20.3 | 6.0 |
<b>PP-LCNet-0.5x<b> | <b>20.3<b> | <b>6.0<b> |
MobileNetV3-large-0.75x | 25.8 | 11.1 |
PP-LCNet-1x | 26.9 | 7.9 |
<b>PP-LCNet-1x<b> | <b>26.9<b> | <b>7.9<b> |
### 语义分割
......@@ -115,9 +115,9 @@ PP-LCNet-1x | 26.9 | 7.9 |
| Backbone | mIoU(%) | Latency(ms) |
|-------|-----------|----------|
MobileNetV3-large-0.35x | 55.42 | 135 |
PP-LCNet-0.5x | 58.36 | 82 |
<b>PP-LCNet-0.5x<b> | <b>58.36<b> | <b>82<b> |
MobileNetV3-large-0.75x | 64.53 | 11.1 |
PP-LCNet-1x | 26.9 | 7.9 |
<b>PP-LCNet-1x<b> | <b>26.9<b> | <b>7.9<b> |
## 总结
......
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