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
199 Jan 04, 2023
6 Jul 18, 2022
208 Dec 16, 2022
31 Sep 04, 2022
66 Dec 09, 2022
11 Dec 03, 2022
9 Feb 23, 2022
3.2k Jan 08, 2023
51 Dec 08, 2022
125 Oct 22, 2022
14 Nov 28, 2022
9 Dec 14, 2022
43 Oct 23, 2022
283 Dec 27, 2022
30 Nov 03, 2022
75 Dec 28, 2022
36 Jan 01, 2023
137 Dec 28, 2022
219 Dec 27, 2022
1 Feb 13, 2022