An Implementation of the alogrithm in paper IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection

Overview

InceptText-Tensorflow

An Implementation of the alogrithm in paper IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection

Introduction

Tensorflow=1.4.0

Preparation

1.gcc 4.9

2.cuda8.0

3.cd lib && make

  • 可能遇到的错误:

1.error1

解决办法:把cuda路径添加到系统环境变量,然后改为#include<cuda.h>

2.error2

解决办法:找到nsync_cv.h的绝对路径然后include

3.error3

解决办法:找到nsync_mu.h的绝对路径然后include

Download

1.Models trained on ICDAR 2017

2.Resnet V1 50 provided by tensorflow slimResNet-v1

Train

python train_main.py

Test

python test.py

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Comments
  • The model is based on EAST, NOT the IncepText. The loss is tend to nan after more than 20000 iters. How to solve this problem?

    The model is based on EAST, NOT the IncepText. The loss is tend to nan after more than 20000 iters. How to solve this problem?

    The model is based on EAST, NOT the IncepText. The loss is tend to nan after more than 20000 iters. How to solve this problem? Can you post your results in ICDAR 2015/2017?

    opened by taowenleon 0
  • wrong:poly in wrong direction....when i trian on the data

    wrong:poly in wrong direction....when i trian on the data

    invalid poly invalid poly Step 000220, model loss 0.0331, total loss 0.3090, 2.03 seconds/step, 3.44 examples/second Step 000230, model loss 0.0496, total loss 0.3252, 2.03 seconds/step, 3.44 examples/second poly in wrong direction poly in wrong direction Step 000240, model loss 0.0279, total loss 0.3031, 2.13 seconds/step, 3.28 examples/second poly in wrong direction poly in wrong direction Step 000250, model loss 0.0298, total loss 0.3047, 2.25 seconds/step, 3.10 examples/second

    opened by superdu12138 0
  • cd /lib;./make.sh error

    cd /lib;./make.sh error

    /python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1265): warning: calling a constexpr host function("real") from a host device function("abs") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1270): warning: calling a constexpr host function("real") from a host device function("abs") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this. why?

    opened by zhangtao22 42
  • make lib wrong

    make lib wrong

    the info is bellow

    4 errors detected in the compilation of "/tmp/tmpxft_0000762e_00000000-6_deform_psroi_pooling_op_gpu.cu.cpp1.ii".

    could you help me?

    opened by 10183308 16
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GeorgeJoe
Focus on NLP and OCR
GeorgeJoe
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