├── ._utils.py ├── .gitignore ├── Hyperparameter_Analysis_for_Image_Captioning.pdf ├── LICENSE ├── README.md ├── bleu.py ├── eval.py ├── experiments ├── ._rnnTest.csv ├── ._rnnValidation.csv ├── .ipynb_checkpoints │ ├── CNN+LSTM_Results-checkpoint.ipynb │ └── CNN+Transformer_Results-checkpoint.ipynb ├── CNN+LSTM_Results.ipynb ├── CNN+Transformer_Results.ipynb ├── rnnTest.csv ├── rnnValidation.csv ├── transformerTest.csv └── transformerValidation.csv ├── models.py ├── requirements.txt ├── train.py ├── utils.py ├── vocab.txt └── vocab_builder.py /._utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aravindvarier/Image-Captioning-Pytorch/HEAD/._utils.py -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | /dataset 2 | /proj_env 3 | /__pycache__ 4 | /model_saves 5 | *.sh 6 | -------------------------------------------------------------------------------- /Hyperparameter_Analysis_for_Image_Captioning.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aravindvarier/Image-Captioning-Pytorch/HEAD/Hyperparameter_Analysis_for_Image_Captioning.pdf -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aravindvarier/Image-Captioning-Pytorch/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aravindvarier/Image-Captioning-Pytorch/HEAD/README.md -------------------------------------------------------------------------------- /bleu.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aravindvarier/Image-Captioning-Pytorch/HEAD/bleu.py -------------------------------------------------------------------------------- /eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aravindvarier/Image-Captioning-Pytorch/HEAD/eval.py -------------------------------------------------------------------------------- /experiments/._rnnTest.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aravindvarier/Image-Captioning-Pytorch/HEAD/experiments/._rnnTest.csv -------------------------------------------------------------------------------- /experiments/._rnnValidation.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aravindvarier/Image-Captioning-Pytorch/HEAD/experiments/._rnnValidation.csv -------------------------------------------------------------------------------- /experiments/.ipynb_checkpoints/CNN+LSTM_Results-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aravindvarier/Image-Captioning-Pytorch/HEAD/experiments/.ipynb_checkpoints/CNN+LSTM_Results-checkpoint.ipynb -------------------------------------------------------------------------------- /experiments/.ipynb_checkpoints/CNN+Transformer_Results-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aravindvarier/Image-Captioning-Pytorch/HEAD/experiments/.ipynb_checkpoints/CNN+Transformer_Results-checkpoint.ipynb -------------------------------------------------------------------------------- /experiments/CNN+LSTM_Results.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aravindvarier/Image-Captioning-Pytorch/HEAD/experiments/CNN+LSTM_Results.ipynb -------------------------------------------------------------------------------- /experiments/CNN+Transformer_Results.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aravindvarier/Image-Captioning-Pytorch/HEAD/experiments/CNN+Transformer_Results.ipynb -------------------------------------------------------------------------------- /experiments/rnnTest.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aravindvarier/Image-Captioning-Pytorch/HEAD/experiments/rnnTest.csv -------------------------------------------------------------------------------- /experiments/rnnValidation.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aravindvarier/Image-Captioning-Pytorch/HEAD/experiments/rnnValidation.csv -------------------------------------------------------------------------------- /experiments/transformerTest.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aravindvarier/Image-Captioning-Pytorch/HEAD/experiments/transformerTest.csv -------------------------------------------------------------------------------- /experiments/transformerValidation.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aravindvarier/Image-Captioning-Pytorch/HEAD/experiments/transformerValidation.csv -------------------------------------------------------------------------------- /models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aravindvarier/Image-Captioning-Pytorch/HEAD/models.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aravindvarier/Image-Captioning-Pytorch/HEAD/requirements.txt -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aravindvarier/Image-Captioning-Pytorch/HEAD/train.py -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aravindvarier/Image-Captioning-Pytorch/HEAD/utils.py -------------------------------------------------------------------------------- /vocab.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aravindvarier/Image-Captioning-Pytorch/HEAD/vocab.txt -------------------------------------------------------------------------------- /vocab_builder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aravindvarier/Image-Captioning-Pytorch/HEAD/vocab_builder.py --------------------------------------------------------------------------------