TextBPN
Adaptive Boundary Proposal Network for Arbitrary Shape Text Detection； Accepted by ICCV2021.
Note: The complete code (including training and testing) will be released in TextBPN V2. Relevant work is advancing, and those who are interested in our work can pay more attention to the updates here.
1.Prerequisites t
python 3.9;
PyTorch 1.7.0;
Numpy >=1.2.0
CUDA 11.1;
GCC >=10.0;
NVIDIA GPU(with 11G or larger GPU memory for inference);
2.Dataset Links
3.Models
- Total-Text model (pretrained on ICDAR2017-MLT)
- CTW-1500 model (pretrained on ICDAR2017-MLT)
- MSRA-TD500 model (pretrained on ICDAR2017-MLT)
4.Running Evaluation
run:
sh eval.sh
The details are as follows:
#!/bin/bash
##################### Total-Text ###################################
# test_size=[640,1024]--cfglib/option
CUDA_LAUNCH_BLOCKING=1 python eval_textBPN.py --exp_name Totaltext --checkepoch 390 --dis_threshold 0.3 --cls_threshold 0.825 --test_size 640 1024 --gpu 1
###################### CTW-1500 ####################################
# test_size=[640,1024]--cfglib/option
# CUDA_LAUNCH_BLOCKING=1 python eval_textBPN.py --exp_name Ctw1500 --checkepoch 560 --dis_threshold 0.3 --cls_threshold 0.8 --test_size 640 1024 --gpu 1
#################### MSRA-TD500 ######################################
# test_size=[640,1024]--cfglib/option
#CUDA_LAUNCH_BLOCKING=1 python eval_textBPN.py --exp_name TD500 --checkepoch 680 --dis_threshold 0.3 --cls_threshold 0.925 --test_size 640 1024 --gpu 1
5.Experiments results
1 Jan 20, 2022
28 Dec 28, 2022
79 Dec 31, 2022
4 Dec 17, 2022
28 Dec 12, 2022
4 Mar 30, 2022
1 Mar 07, 2022
1 May 31, 2022
1 Nov 08, 2021
108 Feb 24, 2022
9 Dec 14, 2022
21 Nov 22, 2022
24 Nov 30, 2022
3 Dec 26, 2022
20 Dec 16, 2022
0 May 04, 2022
51 Dec 13, 2022
2.3k Dec 17, 2022
11 Nov 17, 2022
17 Sep 27, 2022