├── .gitignore ├── Controller_GCN.py ├── Data ├── Readme.md ├── VG-SGG-dicts-with-attri.json ├── caption_image_matching_flickr_test.joblib ├── caption_image_matching_flickr_train.joblib ├── caption_image_matching_flickr_val.joblib ├── flickr30k_lowered_caps_word2idx_train_val.joblib ├── flickr30k_lowered_img_obj_word2idx.joblib ├── flickr30k_lowered_img_pred_word2idx.joblib ├── flickr30k_test_lowered_caps_data.joblib ├── flickr30k_test_lowered_images_data.joblib ├── flickr30k_val_lowered_caps_data.joblib ├── flickr30k_val_lowered_images_data.joblib ├── image_caption_matching_flickr_test.joblib ├── image_caption_matching_flickr_train.joblib ├── image_caption_matching_flickr_val.joblib ├── init_glove_embedding_weight_lowered_img_obj.joblib ├── init_glove_embedding_weight_lowered_img_pred.joblib └── init_glove_embedding_weight_lowered_train_val.joblib ├── Readme.md ├── Report └── Readme.md ├── Test.ipynb ├── data_utils.py ├── extract_visual_features.py ├── main_train.py ├── metrics.py ├── models.py ├── requirements.txt └── retrieval_utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/.gitignore -------------------------------------------------------------------------------- /Controller_GCN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/Controller_GCN.py -------------------------------------------------------------------------------- /Data/Readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/Data/Readme.md -------------------------------------------------------------------------------- /Data/VG-SGG-dicts-with-attri.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/Data/VG-SGG-dicts-with-attri.json -------------------------------------------------------------------------------- /Data/caption_image_matching_flickr_test.joblib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/Data/caption_image_matching_flickr_test.joblib -------------------------------------------------------------------------------- /Data/caption_image_matching_flickr_train.joblib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/Data/caption_image_matching_flickr_train.joblib -------------------------------------------------------------------------------- /Data/caption_image_matching_flickr_val.joblib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/Data/caption_image_matching_flickr_val.joblib -------------------------------------------------------------------------------- /Data/flickr30k_lowered_caps_word2idx_train_val.joblib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/Data/flickr30k_lowered_caps_word2idx_train_val.joblib -------------------------------------------------------------------------------- /Data/flickr30k_lowered_img_obj_word2idx.joblib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/Data/flickr30k_lowered_img_obj_word2idx.joblib -------------------------------------------------------------------------------- /Data/flickr30k_lowered_img_pred_word2idx.joblib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/Data/flickr30k_lowered_img_pred_word2idx.joblib -------------------------------------------------------------------------------- /Data/flickr30k_test_lowered_caps_data.joblib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/Data/flickr30k_test_lowered_caps_data.joblib -------------------------------------------------------------------------------- /Data/flickr30k_test_lowered_images_data.joblib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/Data/flickr30k_test_lowered_images_data.joblib -------------------------------------------------------------------------------- /Data/flickr30k_val_lowered_caps_data.joblib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/Data/flickr30k_val_lowered_caps_data.joblib -------------------------------------------------------------------------------- /Data/flickr30k_val_lowered_images_data.joblib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/Data/flickr30k_val_lowered_images_data.joblib -------------------------------------------------------------------------------- /Data/image_caption_matching_flickr_test.joblib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/Data/image_caption_matching_flickr_test.joblib -------------------------------------------------------------------------------- /Data/image_caption_matching_flickr_train.joblib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/Data/image_caption_matching_flickr_train.joblib -------------------------------------------------------------------------------- /Data/image_caption_matching_flickr_val.joblib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/Data/image_caption_matching_flickr_val.joblib -------------------------------------------------------------------------------- /Data/init_glove_embedding_weight_lowered_img_obj.joblib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/Data/init_glove_embedding_weight_lowered_img_obj.joblib -------------------------------------------------------------------------------- /Data/init_glove_embedding_weight_lowered_img_pred.joblib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/Data/init_glove_embedding_weight_lowered_img_pred.joblib -------------------------------------------------------------------------------- /Data/init_glove_embedding_weight_lowered_train_val.joblib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/Data/init_glove_embedding_weight_lowered_train_val.joblib -------------------------------------------------------------------------------- /Readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/Readme.md -------------------------------------------------------------------------------- /Report/Readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/Report/Readme.md -------------------------------------------------------------------------------- /Test.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/Test.ipynb -------------------------------------------------------------------------------- /data_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/data_utils.py -------------------------------------------------------------------------------- /extract_visual_features.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/extract_visual_features.py -------------------------------------------------------------------------------- /main_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/main_train.py -------------------------------------------------------------------------------- /metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/metrics.py -------------------------------------------------------------------------------- /models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/models.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/requirements.txt -------------------------------------------------------------------------------- /retrieval_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/m2man/LGSGM/HEAD/retrieval_utils.py --------------------------------------------------------------------------------