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
294 Dec 17, 2022
42 Jan 02, 2023
28 Dec 21, 2022
44 Dec 03, 2022
26 Dec 14, 2022
1 Dec 14, 2021
4 Aug 29, 2022
6 Nov 25, 2022
73 Dec 24, 2022
120 Dec 15, 2022
396 Dec 01, 2022
42 Jan 07, 2023
32 Dec 21, 2022
144 Dec 07, 2022
7 May 29, 2022
124 Jan 07, 2023
5.9k Dec 31, 2022
136 Jan 03, 2023
1 Nov 05, 2021
10 Dec 10, 2022