This tool is for Making Image Caption
If you don't install Chainer you have to install bellow https://github.com/pfnet/chainer
MicrosoftCOCO(Python API)
git clone https://github.com/pdollar/coco
####Prepare the Data
MicrosoftCOCO(Images, Annotations)
http://mscoco.org/dataset/#download
Installing a library bellow
##Requirements
Python 2.7.11
numpy
PIL
scikit-image
cython
chainer
Preparing data 1
*Prepare resized images(256, 256)
cd data
python prepare_data.py {YOUR_IMAGE_PATH} {YOUR_RESIZE_IMAGE_PATH} {YOUR ANOTTION DATA DIR} {CHOOSE DATA TYPE "val2014", "train2014"} > {MS_COCO_img_label_list.txt}
*change the images' relative path to absolute path
Prepareing for Traing (chainer)
cd chainer_code/
python compute_mean.py {MS_COCO_img_label_list.txt} > {rmGray.txt}
Preparing data 2
chainer making image model code is only using the RGB image you have to pick out the Gray image
cd data/
python rmGray.py {MS_COCO_img_label_list.txt} {rmGray.txt} {MS_COCO_img_label_list_rmGray.txt}
Traing (chainer)
cd chainer/examples/imagenet
python train_imagenet.py {MS_COCO_img_label_list_train_rmGray.txt} {MS_COCO_img_label_list_val_rmGray.txt} --arch {YOU CHOOSE MODEL "nin", "alex", "alexbin", "googlenet", "googlenetbn"}
Dialogue ipython notebook and Encoder Decoder Model
- Data/ ... Preparing data Code
- code/ ...
- util/ ...
- test/ ...
The MIT License (MIT)
Copyright (c) 2016 Yumi Hamazono
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
THE SOFTWARE.
[Chainer]http://chainer.org/
[MicrosoftCOCO]http://mscoco.org/