├── .gitignore ├── .gitmodules ├── README.md ├── bin └── tell ├── demo ├── .tmux.conf.local ├── .tmux │ └── yank.sh ├── .vim_runtime │ └── my_configs.vim ├── README.md ├── backend │ ├── .gitignore │ ├── backend │ │ ├── __init__.py │ │ ├── settings.py │ │ ├── urls.py │ │ └── wsgi.py │ ├── manage.py │ └── tat │ │ ├── __init__.py │ │ ├── admin.py │ │ ├── apps.py │ │ ├── extractor.py │ │ ├── migrations │ │ └── __init__.py │ │ ├── models.py │ │ ├── serializers.py │ │ ├── tests.py │ │ ├── urls.py │ │ └── views.py ├── frontend │ ├── .gitignore │ ├── .prettierrc.yaml │ ├── README.md │ ├── package.json │ ├── public │ │ ├── favicon.ico │ │ ├── index.html │ │ ├── logo192.png │ │ ├── logo512.png │ │ ├── manifest.json │ │ └── robots.txt │ ├── src │ │ ├── App-demo.js │ │ ├── App.css │ │ ├── App.js │ │ ├── App.test.js │ │ ├── index.css │ │ ├── index.js │ │ ├── logo.svg │ │ └── serviceWorker.js │ └── yarn.lock └── nginx │ ├── nginx.conf │ └── transform-and-tell.conf ├── docs ├── getting_data.md └── maintenance.md ├── environment.yml ├── expt ├── goodnews │ ├── 1_lstm_glove │ │ └── config.yaml │ ├── 2_transformer_glove │ │ └── config.yaml │ ├── 3_lstm_roberta │ │ └── config.yaml │ ├── 4_no_image │ │ └── config.yaml │ ├── 5_transformer_roberta │ │ └── config.yaml │ ├── 6_transformer_weighted_roberta │ │ └── config.yaml │ ├── 8_transformer_faces │ │ └── config.yaml │ ├── 9_transformer_objects │ │ └── config.yaml │ ├── a1_transformer_copying │ │ └── config.yaml │ ├── a2_copy_fix │ │ └── config.yaml │ └── a3_copy_loss │ │ └── config.yaml ├── nytimes │ ├── 1_lstm_glove │ │ └── config.yaml │ ├── 2_transformer_glove │ │ └── config.yaml │ ├── 3_lstm_roberta │ │ └── config.yaml │ ├── 4_no_image │ │ └── config.yaml │ ├── 5_transformer_roberta │ │ └── config.yaml │ ├── 6_transformer_weighted_roberta │ │ └── config.yaml │ ├── 7_transformer_location_aware │ │ └── config.yaml │ ├── 8_transformer_faces │ │ └── config.yaml │ ├── 9_transformer_objects │ │ └── config.yaml │ ├── a1_transformer_copying │ │ └── config.yaml │ ├── a2_copy_fix │ │ └── config.yaml │ └── a3_copy_loss │ │ └── config.yaml └── vocabulary │ └── non_padded_namespaces.txt ├── figures └── teaser.png ├── scripts ├── annotate_goodnews.py ├── annotate_nytimes.py ├── annotate_yolo3.py ├── compute_data_statistics.py ├── compute_metrics.py ├── compute_name_statistics.py ├── detect_facenet_goodnews.py ├── detect_facenet_nytimes.py ├── dump_database.py ├── generate_tables.py ├── get_articles_goodnews.py ├── get_articles_nytimes.py ├── get_unknown_caption_names.py ├── get_urls.py ├── goodnews_insert.py └── process_images.py ├── setup.py ├── tell ├── __init__.py ├── client │ ├── __init__.py │ ├── base.py │ └── caption.py ├── commands │ ├── __init__.py │ ├── __main__.py │ ├── evaluate.py │ └── train.py ├── data │ ├── __init__.py │ ├── dataset_readers │ │ ├── __init__.py │ │ ├── goodnews_copy_matched.py │ │ ├── goodnews_face_ner_matched.py │ │ ├── goodnews_flattened.py │ │ ├── goodnews_flattened_glove.py │ │ ├── nytimes.py │ │ ├── nytimes_copy_matched.py │ │ ├── nytimes_faces_ner_matched.py │ │ ├── nytimes_glove.py │ │ └── nytimes_position.py │ ├── fields │ │ ├── __init__.py │ │ ├── copy_text_field.py │ │ ├── image_field.py │ │ └── list_text_field.py │ ├── token_indexers │ │ ├── __init__.py │ │ ├── roberta_indexer.py │ │ └── roberta_indexer_names_matched.py │ ├── tokenizers │ │ ├── __init__.py │ │ └── word_splitter.py │ └── vocabulary.py ├── facenet │ ├── __init__.py │ ├── data │ │ ├── onet.pt │ │ ├── pnet.pt │ │ └── rnet.pt │ ├── inception_resnet_v1.py │ ├── mtcnn.py │ └── utils │ │ ├── __init__.py │ │ └── detect_face.py ├── models │ ├── __init__.py │ ├── baseline_glove.py │ ├── decoder_base.py │ ├── decoder_faces_objects.py │ ├── decoder_faces_parallel.py │ ├── decoder_flattened.py │ ├── decoder_flattened_lstm.py │ ├── decoder_flattened_no_image.py │ ├── resnet.py │ ├── transformer_faces.py │ ├── transformer_faces_objects.py │ ├── transformer_flattened.py │ ├── transformer_glove.py │ ├── transformer_pointer.py │ └── transformer_pointer_2.py ├── modules │ ├── __init__.py │ ├── attention │ │ ├── __init__.py │ │ ├── attention.py │ │ ├── downsampled_multi_head.py │ │ ├── downsampled_single_head.py │ │ ├── multi_head.py │ │ ├── scalar_bias.py │ │ ├── self_attention.py │ │ └── tests │ │ │ ├── __init__.py │ │ │ └── test_self_attention.py │ ├── beam.py │ ├── convolutions │ │ ├── __init__.py │ │ ├── base.py │ │ ├── dynamic.py │ │ ├── lightweight.py │ │ ├── linearized.py │ │ ├── tests │ │ │ ├── __init__.py │ │ │ ├── test_base.py │ │ │ └── test_linearized.py │ │ └── unfold.py │ ├── criteria │ │ ├── __init__.py │ │ ├── adaptive_loss.py │ │ └── base.py │ ├── linear.py │ ├── mixins.py │ ├── softmax.py │ └── token_embedders │ │ ├── __init__.py │ │ ├── adaptive.py │ │ ├── positional.py │ │ ├── sum_text_field_embedder.py │ │ └── tests │ │ ├── __init__.py │ │ └── test_positional.py ├── server │ ├── __init__.py │ ├── __main__.py │ ├── base.py │ ├── http.py │ ├── utils.py │ └── zmq_decor.py ├── tasks │ ├── __init__.py │ ├── base.py │ └── captioner.py ├── training │ ├── __init__.py │ ├── callback_apex_trainer.py │ └── optimizers.py ├── utils │ ├── __init__.py │ ├── functional.py │ ├── logger.py │ ├── options.py │ ├── state.py │ └── tensor.py └── yolov3 │ ├── __init__.py │ ├── cfg │ └── yolov3-spp.cfg │ ├── data │ └── coco.names │ ├── models.py │ └── utils │ ├── __init__.py │ ├── datasets.py │ ├── google_utils.py │ ├── parse_config.py │ ├── torch_utils.py │ └── utils.py └── tmuxinator.yml /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alasdairtran/transform-and-tell/HEAD/.gitignore -------------------------------------------------------------------------------- /.gitmodules: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alasdairtran/transform-and-tell/HEAD/.gitmodules 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