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# PaddleOCR # PaddleOCR
## 论文 ## 论文
det、rec、cls三个模型的backbone基于mobilenetv3，可参考mobilenetv3的相关论文 det、rec、cls三个模型的backbone基于mobilenetv3，可参考mobilenetv3的相关论文
https://arxiv.org/pdf/1905.02244.pdf https://arxiv.org/pdf/1905.02244.pdf
## 模型结构 ## 模型结构
det: det:
Backbone: └─ Backbone:
name: MobileNetV3 └─ name: MobileNetV3
scale: 0.5 └─ scale: 0.5
model_name: large └─ model_name: large
Neck: └─ Neck:
name: DBFPN └─ name: DBFPN
out_channels: 256 └─ out_channels: 256
Head: └─ Head:
name: DBHead └─ name: DBHead
rec: rec:
Backbone: └─ Backbone:
name: MobileNetV1Enhance └─ name: MobileNetV1Enhance
scale: 0.5 └─ scale: 0.5
last_conv_stride: [1, 2] └─ last_conv_stride: [1, 2]
last_pool_type: avg └─ last_pool_type: avg
Head: └─ Head:
name: MultiHead └─ name: MultiHead
head_list: └─ head_list:
- CTCHead: └─ CTCHead:
Neck: └─ Neck:
name: svtr └─ name: svtr
dims: 64 └─ dims: 64
depth: 2 └─ depth: 2
hidden_dims: 120 └─ hidden_dims: 120
use_guide: True └─ use_guide: True
Head: └─ Head:
fc_decay: 0.00001 └─ fc_decay: 0.00001
- SARHead: └─ SARHead:
enc_dim: 512 └─ enc_dim: 512
max_text_length: *max_text_length └─ max_text_length: *max_text_length
cls: cls:
Backbone: └─ Backbone:
name: MobileNetV3 └─ name: MobileNetV3
scale: 0.35 └─ scale: 0.35
model_name: small └─ model_name: small
Head: └─ Head:
name: ClsHead └─ name: ClsHead
class_dim: 2 └─ class_dim: 2
## 算法原理 ## 算法原理
det->cls->rec->text det->cls->rec->text
## 数据集 ## 数据集
......
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