diff --git a/doc/doc_ch/algorithm_overview.md b/doc/doc_ch/algorithm_overview.md
index 84af5fdcce6ac332af8014b1a5a7d98206489607..1efd564ce10ac4d92dccda0b844e6d6d07a17906 100755
--- a/doc/doc_ch/algorithm_overview.md
+++ b/doc/doc_ch/algorithm_overview.md
@@ -107,4 +107,4 @@
|模型|骨干网络|配置文件|acc|下载链接|
|---|---|---|---|---|
-|TableMaster|TableResNetExtra|[configs/table/table_master.yml](../../configs/table/table_master.yml)|77.47%|[训练模型]|[训练模型](https://paddleocr.bj.bcebos.com/ppstructure/models/tablemaster/table_structure_tablemaster_train.tar)/[推理模型](https://paddleocr.bj.bcebos.com/ppstructure/models/tablemaster/table_structure_tablemaster_infer.tar)|
+|TableMaster|TableResNetExtra|[configs/table/table_master.yml](../../configs/table/table_master.yml)|77.47%|[训练模型](https://paddleocr.bj.bcebos.com/ppstructure/models/tablemaster/table_structure_tablemaster_train.tar) / [推理模型](https://paddleocr.bj.bcebos.com/ppstructure/models/tablemaster/table_structure_tablemaster_infer.tar)|
diff --git a/doc/doc_ch/algorithm_table_master.md b/doc/doc_ch/algorithm_table_master.md
index 6bfd0f36fc05a4adf81d6bb2d306a74d1525650f..36455ed9f94581c31fb849ebe121a3d7ecdb7acb 100644
--- a/doc/doc_ch/algorithm_table_master.md
+++ b/doc/doc_ch/algorithm_table_master.md
@@ -55,7 +55,7 @@ python3 tools/export_model.py -c configs/table/table_master.yml -o Global.pretra
转换成功后，在目录下有三个文件：
```
-/inference/table_master/
+./inference/table_master/
├── inference.pdiparams # 识别inference模型的参数文件
├── inference.pdiparams.info # 识别inference模型的参数信息，可忽略
└── inference.pdmodel # 识别inference模型的program文件
diff --git a/doc/doc_en/algorithm_overview_en.md b/doc/doc_en/algorithm_overview_en.md
index cd277c74a38adb11121f353f7bfd07d7c255f61e..8b9b3f7b0bf08b8dbfc7b50edca501c35319ee06 100755
--- a/doc/doc_en/algorithm_overview_en.md
+++ b/doc/doc_en/algorithm_overview_en.md
@@ -1,10 +1,10 @@
# OCR Algorithms
-- [1. Two-stage Algorithms](#1)
- * [1.1 Text Detection Algorithms](#11)
- * [1.2 Text Recognition Algorithms](#12)
-- [2. End-to-end Algorithms](#2)
-- [3. Table Recognition Algorithms](#3)
+- [1. Two-stage Algorithms](#1-two-stage-algorithms)
+ - [1.1 Text Detection Algorithms](#11-text-detection-algorithms)
+ - [1.2 Text Recognition Algorithms](#12-text-recognition-algorithms)
+- [2. End-to-end Algorithms](#2-end-to-end-algorithms)
+- [3. Table Recognition Algorithms](#3-table-recognition-algorithms)
This tutorial lists the OCR algorithms supported by PaddleOCR, as well as the models and metrics of each algorithm on **English public datasets**. It is mainly used for algorithm introduction and algorithm performance comparison. For more models on other datasets including Chinese, please refer to [PP-OCR v2.0 models list](./models_list_en.md).
@@ -107,4 +107,4 @@ On the PubTabNet dataset, the algorithm result is as follows:
|Model|Backbone|Config|Acc|Download link|
|---|---|---|---|---|
-|TableMaster|TableResNetExtra|[configs/table/table_master.yml](../../configs/table/table_master.yml)|77.47%|[训练模型]|[训练模型](https://paddleocr.bj.bcebos.com/ppstructure/models/tablemaster/table_structure_tablemaster_train.tar)/[推理模型](https://paddleocr.bj.bcebos.com/ppstructure/models/tablemaster/table_structure_tablemaster_infer.tar)|
+|TableMaster|TableResNetExtra|[configs/table/table_master.yml](../../configs/table/table_master.yml)|77.47%|[trained](https://paddleocr.bj.bcebos.com/ppstructure/models/tablemaster/table_structure_tablemaster_train.tar) / [inference model](https://paddleocr.bj.bcebos.com/ppstructure/models/tablemaster/table_structure_tablemaster_infer.tar)|
diff --git a/doc/doc_en/algorithm_table_master_en.md b/doc/doc_en/algorithm_table_master_en.md
index a557a609017baf69da8777d062f4b34e6e2c5973..e9249a2a05d3e79f4358366d46cf02a14a223f5f 100644
--- a/doc/doc_en/algorithm_table_master_en.md
+++ b/doc/doc_en/algorithm_table_master_en.md
@@ -1,4 +1,4 @@
-# Torm Recognition Algorithm-TableMASTER
+# Table Recognition Algorithm-TableMASTER
- [1. Introduction](#1-introduction)
- [2. Environment](#2-environment)
@@ -24,7 +24,7 @@ On the PubTabNet table recognition public data set, the algorithm reproduction a
|Model|Backbone|Cnnfig|Acc|Download link|
| --- | --- | --- | --- | --- |
-|TableMaster|TableResNetExtra|[configs/table/table_master.yml](../../configs/table/table_master.yml)|77.47%|[train model](https://paddleocr.bj.bcebos.com/ppstructure/models/tablemaster/table_structure_tablemaster_train.tar)/[inference model](https://paddleocr.bj.bcebos.com/ppstructure/models/tablemaster/table_structure_tablemaster_infer.tar)|
+|TableMaster|TableResNetExtra|[configs/table/table_master.yml](../../configs/table/table_master.yml)|77.47%|[trained model](https://paddleocr.bj.bcebos.com/ppstructure/models/tablemaster/table_structure_tablemaster_train.tar)/[inference model](https://paddleocr.bj.bcebos.com/ppstructure/models/tablemaster/table_structure_tablemaster_infer.tar)|
diff --git a/ppocr/data/imaug/label_ops.py b/ppocr/data/imaug/label_ops.py
index 96f3c98674ce3e3be973b0e2989ba555ba1a6389..7cc4cef46a8298001ac4089dbd5e32dbca009caf 100644
--- a/ppocr/data/imaug/label_ops.py
+++ b/ppocr/data/imaug/label_ops.py
@@ -671,7 +671,7 @@ class TableLabelEncode(AttnLabelEncode):
def _merge_no_span_structure(self, structure):
"""
- This fun code is refer from:
+ This code is refer from:
https://github.com/JiaquanYe/TableMASTER-mmocr/blob/master/table_recognition/data_preprocess.py
"""
new_structure = []
diff --git a/ppocr/losses/table_master_loss.py b/ppocr/losses/table_master_loss.py
index 216c4e521a9580e0fc8d897f918aedbb679fbc1b..dca982dbd43e2c14f15503e1e98d6fe6c18878c5 100644
--- a/ppocr/losses/table_master_loss.py
+++ b/ppocr/losses/table_master_loss.py
@@ -12,7 +12,7 @@
# See the License for the specific language governing permissions and
# limitations under the License.
"""
-This fun code is refer from:
+This code is refer from:
https://github.com/JiaquanYe/TableMASTER-mmocr/tree/master/mmocr/models/textrecog/losses
"""
diff --git a/ppocr/metrics/table_metric.py b/ppocr/metrics/table_metric.py
index fb0075f7cbecad7d58679c5338390e7bf6d99a08..fd2631e442b8d111c64d5cf4b34ea9063d8c60dd 100644
--- a/ppocr/metrics/table_metric.py
+++ b/ppocr/metrics/table_metric.py
@@ -31,8 +31,6 @@ class TableStructureMetric(object):
gt_structure_batch_list):
pred_str = ''.join(pred)
target_str = ''.join(target)
- # pred_str = pred_str.replace('','').replace('','').replace('','').replace('','')
- # target_str = target_str.replace('','').replace('','').replace('','').replace('','')
if pred_str == target_str:
correct_num += 1
all_num += 1
@@ -55,8 +53,6 @@ class TableStructureMetric(object):
self.len_acc_num = 0
self.token_nums = 0
self.anys_dict = dict()
- from collections import defaultdict
- self.error_num_dict = defaultdict(int)
class TableMetric(object):
diff --git a/ppocr/modeling/backbones/table_master_resnet.py b/ppocr/modeling/backbones/table_master_resnet.py
index f1c506ca45d3f73cda91f48ac1ba6f3ebbe87bda..dacf5ed26e5374b3c93c1a983be1d7b5b4c471fc 100644
--- a/ppocr/modeling/backbones/table_master_resnet.py
+++ b/ppocr/modeling/backbones/table_master_resnet.py
@@ -12,7 +12,7 @@
# See the License for the specific language governing permissions and
# limitations under the License.
"""
-This fun code is refer from:
+This code is refer from:
https://github.com/JiaquanYe/TableMASTER-mmocr/blob/master/mmocr/models/textrecog/backbones/table_resnet_extra.py
"""
@@ -193,47 +193,43 @@ class TableResNetExtra(nn.Layer):
def forward(self, x):
f = []
- x = self.conv1(x) # 1,64,480,480
+ x = self.conv1(x)
x = self.bn1(x)
x = self.relu1(x)
- x = self.conv2(x) # 1,128,480,480
+ x = self.conv2(x)
x = self.bn2(x)
x = self.relu2(x)
- # (48, 160)
- x = self.maxpool1(x) # 1,64,240,240
+ x = self.maxpool1(x)
x = self.layer1(x)
- x = self.conv3(x) # 1,256,240,240
+ x = self.conv3(x)
x = self.bn3(x)
x = self.relu3(x)
f.append(x)
- # (24, 80)
- x = self.maxpool2(x) # 1,256,120,120
+ x = self.maxpool2(x)
x = self.layer2(x)
- x = self.conv4(x) # 1,256,120,120
+ x = self.conv4(x)
x = self.bn4(x)
x = self.relu4(x)
f.append(x)
- # (12, 40)
- x = self.maxpool3(x) # 1,256,60,60
+ x = self.maxpool3(x)
- x = self.layer3(x) # 1,512,60,60
- x = self.conv5(x) # 1,512,60,60
+ x = self.layer3(x)
+ x = self.conv5(x)
x = self.bn5(x)
x = self.relu5(x)
- x = self.layer4(x) # 1,512,60,60
- x = self.conv6(x) # 1,512,60,60
+ x = self.layer4(x)
+ x = self.conv6(x)
x = self.bn6(x)
x = self.relu6(x)
f.append(x)
- # (6, 40)
return f
diff --git a/ppocr/modeling/heads/table_master_head.py b/ppocr/modeling/heads/table_master_head.py
index 887630a87e6d04b6b993b9afd068461f70df158f..fddbcc63fcd6d5380f9fdd96f9ca85756d666442 100644
--- a/ppocr/modeling/heads/table_master_head.py
+++ b/ppocr/modeling/heads/table_master_head.py
@@ -12,7 +12,7 @@
# See the License for the specific language governing permissions and
# limitations under the License.
"""
-This fun code is refer from:
+This code is refer from:
https://github.com/JiaquanYe/TableMASTER-mmocr/blob/master/mmocr/models/textrecog/decoders/master_decoder.py
"""
@@ -135,7 +135,7 @@ class TableMasterHead(nn.Layer):
batch_size = out_enc.shape[0]
SOS = paddle.zeros([batch_size, 1], dtype='int64') + self.SOS
output, bbox_output = self.greedy_forward(SOS, out_enc)
- # output = F.softmax(output)
+ output = F.softmax(output)
return {'structure_probs': output, 'loc_preds': bbox_output}
def forward(self, feat, targets=None):
diff --git a/ppocr/utils/visual.py b/ppocr/utils/visual.py
index 235eb572a3975b4446ae2f2c9ad9c8558d5c5ad8..b20222bdbd76a81ccb0b3c38c9a3412e443f3dd1 100644
--- a/ppocr/utils/visual.py
+++ b/ppocr/utils/visual.py
@@ -110,3 +110,16 @@ def draw_re_results(image,
img_new = Image.blend(image, img_new, 0.5)
return np.array(img_new)
+
+
+def draw_rectangle(img_path, boxes, use_xywh=False):
+ img = cv2.imread(img_path)
+ img_show = img.copy()
+ for box in boxes.astype(int):
+ if use_xywh:
+ x, y, w, h = box
+ x1, y1, x2, y2 = x - w // 2, y - h // 2, x + w // 2, y + h // 2
+ else:
+ x1, y1, x2, y2 = box
+ cv2.rectangle(img_show, (x1, y1), (x2, y2), (255, 0, 0), 2)
+ return img_show
\ No newline at end of file
diff --git a/ppstructure/table/predict_structure.py b/ppstructure/table/predict_structure.py
index 17ec909582a0d8ae70829730da23c7580104eb68..00385c76658ebd65843e351fda7da8807561d518 100755
--- a/ppstructure/table/predict_structure.py
+++ b/ppstructure/table/predict_structure.py
@@ -30,6 +30,7 @@ from ppocr.data import create_operators, transform
from ppocr.postprocess import build_post_process
from ppocr.utils.logging import get_logger
from ppocr.utils.utility import get_image_file_list, check_and_read_gif
+from ppocr.utils.visual import draw_rectangle
from ppstructure.utility import parse_args
logger = get_logger()
@@ -120,19 +121,6 @@ class TableStructurer(object):
return structure_str_list, bbox_list, elapse
-def draw_rectangle(img_path, boxes, use_xywh=False):
- img = cv2.imread(img_path)
- img_show = img.copy()
- for box in boxes.astype(int):
- if use_xywh:
- x, y, w, h = box
- x1, y1, x2, y2 = x - w // 2, y - h // 2, x + w // 2, y + h // 2
- else:
- x1, y1, x2, y2 = box
- cv2.rectangle(img_show, (x1, y1), (x2, y2), (255, 0, 0), 2)
- return img_show
-
-
def main(args):
image_file_list = get_image_file_list(args.image_dir)
table_structurer = TableStructurer(args)
diff --git a/tools/infer_table.py b/tools/infer_table.py
index 58e7455cbb7feb0d87d72238aba52c72abc6f87b..6c02dd8640c9345c267e56d6e5a0c14bde121b7e 100644
--- a/tools/infer_table.py
+++ b/tools/infer_table.py
@@ -36,6 +36,7 @@ from ppocr.modeling.architectures import build_model
from ppocr.postprocess import build_post_process
from ppocr.utils.save_load import load_model
from ppocr.utils.utility import get_image_file_list
+from ppocr.utils.visual import draw_rectangle
import tools.program as program
import cv2
@@ -111,19 +112,6 @@ def main(config, device, logger, vdl_writer):
logger.info("success!")
-def draw_rectangle(img_path, boxes, use_xywh=False):
- img = cv2.imread(img_path)
- img_show = img.copy()
- for box in boxes.astype(int):
- if use_xywh:
- x, y, w, h = box
- x1, y1, x2, y2 = x - w // 2, y - h // 2, x + w // 2, y + h // 2
- else:
- x1, y1, x2, y2 = box
- cv2.rectangle(img_show, (x1, y1), (x2, y2), (255, 0, 0), 2)
- return img_show
-
-
if __name__ == '__main__':
config, device, logger, vdl_writer = program.preprocess()
main(config, device, logger, vdl_writer)