Construction-activity-scenes-image-captioning

Related previous projects

The python codes of this research was developed based on the previous related projects:

• (1) P1: https://github.com/nikhilmaram/Show_and_Tell

• (2) P2: https://github.com/DeepRNN/image_captioning

• (3) Automatic evaluation metrics: https://github.com/tylin/coco-caption

Two novel datasets in the context of construction management

• (1) Dataset I Download link: 链接：https://pan.baidu.com/s/12eoafOvuDKDfrQQ0RMUnKA 提取码：ftt6

• (2) Dataset II Download link: 链接：https://pan.baidu.com/s/18DMTw7V6kBM_XIUoOYtyBw 提取码：9dzf

Pretrained models in E#1, E#2, and E#3

• (1) Pre-trained model (VGG16-LSTM @ dataset I) in E#1 Download link: 链接：https://pan.baidu.com/s/1aUScdO7NGls3nETyFAU9bw 提取码：2iic

• (2) Pre-trained model (VGG16-LSTM @ dataset II) in E#2 Download link: 链接：https://pan.baidu.com/s/1H5IyZL7FbgVd6Lj28XdjCA 提取码：kbls

• (3) Pre-trained model (ResNet50-LSTM @ dataset II) in E#3 Download link: 链接：https://pan.baidu.com/s/1BknPa_tFPMV7lAnD_Oay7A 提取码：y3ag

Results in the published paper

Manifesting construction activity scenes via image captioning: https://www.sciencedirect.com/science/article/pii/S0926580520309146?casa_token=aXuljemXC1kAAAAA:zqDX2SuBOsbKmT3rOmiTyKDUfxv3xo3jzpG9io54fDSbgiIoNg4mwT5wftbHcoDIa_Fc-iH0NmU