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
164 Dec 30, 2022
910 Dec 30, 2022
5 May 24, 2022
281 Dec 21, 2022
6 May 13, 2022
2.1k Dec 27, 2022
1.3k Jan 06, 2023
35 Oct 07, 2022
28 Jan 04, 2023
4 Aug 22, 2022
5 Feb 18, 2022
139 Dec 28, 2022
95 Jan 02, 2023
35 Oct 16, 2022
11 Nov 30, 2022
8 Nov 26, 2022
22 Mar 13, 2022
3.9k Dec 29, 2022
155 Jan 08, 2023
25 Dec 21, 2022