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
279 Jan 03, 2023
19 Jan 05, 2022
13 Jan 18, 2022
44 Nov 09, 2022
1.6k Dec 21, 2022
1 Nov 12, 2021
2 Jan 12, 2022
5.6k Jan 05, 2023
13 Dec 24, 2022
251 Dec 17, 2022
5 Aug 11, 2022
5 Apr 23, 2022
46 Dec 07, 2022
688 Jan 06, 2023
1.3k Dec 31, 2022
375 Dec 30, 2022
51 Nov 17, 2022
0 Jan 20, 2022
1 Jan 21, 2022
542 Dec 03, 2022