Image_Captioning

Image_Captioning Project

Step

1. Clone COCO API repository

$ git clone https://github.com/cocodataset/cocoapi.git
$ cd cocoapi/PythonAPI/
$ make
$ python setup.py build
$ python setup.py install
$ cd ../../

2. Clone Image_Captioning dataset

$ git clone https://github.com/J-TKim/Image_Captioning.git
cd Image_Captioning

3. Download the dataset

pip install -r requirements.txt
chmod +x download.sh
./download.sh

4. Prerocessing

python build_vocab.py
python resize.py

5. Train the model

python train.py

6. Test the model

python sample.py --image='png/example.png'

---

If you are training with korean data set, please refer to the method below.

1. download dataset from AIHUB

Aihub captioning data

2. move ko caption dataset to ./data/annotations

3. Preprocessing

python build_vocab.py --ko data/annotations/en2ko.json
python resize.py

4. Train the model

python train.py --ko data/annotations/en2ko.json

5. Test the model

python sample.py --image='png/example.png'