Commit 23496eec authored by chenxj's avatar chenxj
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update README

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# PaddleOCR
## 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
## 模型结构
det:
Backbone:
name: MobileNetV3
scale: 0.5
model_name: large
Neck:
name: DBFPN
out_channels: 256
Head:
name: DBHead
└─ Backbone:
└─ name: MobileNetV3
└─ scale: 0.5
└─ model_name: large
└─ Neck:
└─ name: DBFPN
└─ out_channels: 256
└─ Head:
└─ name: DBHead
rec:
Backbone:
name: MobileNetV1Enhance
scale: 0.5
last_conv_stride: [1, 2]
last_pool_type: avg
Head:
name: MultiHead
head_list:
- CTCHead:
Neck:
name: svtr
dims: 64
depth: 2
hidden_dims: 120
use_guide: True
Head:
fc_decay: 0.00001
- SARHead:
enc_dim: 512
max_text_length: *max_text_length
└─ Backbone:
└─ name: MobileNetV1Enhance
└─ scale: 0.5
└─ last_conv_stride: [1, 2]
└─ last_pool_type: avg
└─ Head:
└─ name: MultiHead
└─ head_list:
└─ CTCHead:
└─ Neck:
└─ name: svtr
└─ dims: 64
└─ depth: 2
└─ hidden_dims: 120
└─ use_guide: True
└─ Head:
└─ fc_decay: 0.00001
└─ SARHead:
└─ enc_dim: 512
└─ max_text_length: *max_text_length
cls:
Backbone:
name: MobileNetV3
scale: 0.35
model_name: small
Head:
name: ClsHead
class_dim: 2
└─ Backbone:
└─ name: MobileNetV3
└─ scale: 0.35
└─ model_name: small
└─ Head:
└─ name: ClsHead
└─ class_dim: 2
## 算法原理
det->cls->rec->text
## 数据集
......
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