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ModelZoo
PaddleOCR_paddle_onnxruntime
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23496eec
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Sep 21, 2023
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chenxj
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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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