Pendulibrium/ai-visual-storytelling-seq2seq

Issues

• Unable to open file (truncated file: eof = 96, sblock->base_addr = 0, stored_eof = 2048)

  #49 opened 3 years ago by cc5592
  0

• Problem in feature extraction while running myalexnet_forward_newtf.py

  #48 opened 4 years ago by priyanka-manogaran06
  1

• Where is stories_to_index_train.hdf5 gotten from

  #47 opened 5 years ago by Eoin-McMahon
  0

• Pre-trained model?

  #46 opened 5 years ago by akskuchi
  2

• Predict story for a separate folder of images

  #45 opened 6 years ago by SanthoshRajendiran
  0

• Can continue training based on previously trained models?

  #43 opened 7 years ago by ruizewang
  1

• Implement beam search

  #22 opened 7 years ago by ilalkovski
  0

• Apply a constraint in the decoder that 'UNK' cannot be produced at test time.

  #28 opened 7 years ago by ilalkovski
  0

• Seq2Seq builder failed when we have only one layer and input dropout

  #33 opened 7 years ago by ilalkovski
  0

• Experiments

  #34 opened 7 years ago by ilalkovski
  0

• Implement attention

  #18 opened 7 years ago by ilalkovski
  1

• Don't allow duplicates of words in inference model

  #35 opened 7 years ago by ilalkovski
  0

• Is visual training such as tensorboard available?

  #44 opened 7 years ago by ruizewang
  0

• Some question about the train data.

  #42 opened 7 years ago by ruizewang
  0

• TypeError: build_encoder_decoder_inference_from_file() takes at least 3 arguments (3 given)

  #41 opened 7 years ago by ruizewang
  3

• Error when runing test_script.py.

  #40 opened 7 years ago by ruizewang
  3

• Tensorflow and python version?

  #39 opened 7 years ago by ruizewang
  2

• Enhance model with additional encoder model for sentences

  #36 opened 7 years ago by ilalkovski
  0

• Model Generator does not yield the last batch

  #31 opened 7 years ago by ilalkovski
  0

• Try using weighted input

  #37 opened 7 years ago by ilalkovski
  0

• Try using text summarization as a target sequence

  #38 opened 7 years ago by ilalkovski
  1

• Understand and implement current solution of visual storytelling

  #7 opened 7 years ago by ilalkovski
  0

• Test 2

  #9 opened 7 years ago by ilalkovski
  0

• Test

  #8 opened 7 years ago by ilalkovski
  0

• Load large image dataset in tensorflow

  #11 opened 7 years ago by ilalkovski
  0

• Write image embeddings to file for all imges in the dataset

  #10 opened 7 years ago by ilalkovski
  0

• Prepare annotations

  #12 opened 7 years ago by ilalkovski
  0

• Implement inference of image to story

  #13 opened 7 years ago by msmilevski
  1

• Implement an option to define variable size of RNN layers

  #14 opened 7 years ago by msmilevski
  0

• Implement accuracy calculation on validation and training set

  #16 opened 7 years ago by msmilevski
  1

• Define hyper parameters

  #15 opened 7 years ago by msmilevski
  0

• Implement masking and gradient clipping

  #17 opened 7 years ago by msmilevski
  0

• Implement checkpoint backup in Keras

  #19 opened 7 years ago by ilalkovski
  0

• Implemented calculation of bleu and meteor score after every epoch

  #21 opened 7 years ago by ilalkovski
  0

• Implement easy visualization of original and predicted story

  #20 opened 7 years ago by ilalkovski
  0

• Implement option to shuffle the training samples

  #23 opened 7 years ago by ilalkovski
  0

• Calculate perplexity of the language model

  #24 opened 7 years ago by ilalkovski
  0

• Experiment with input dropout, recurrent dropout and output dropout

  #26 opened 7 years ago by ilalkovski
  0

• Implement early stopping

  #27 opened 7 years ago by ilalkovski
  0

• Try VGG16 image embeddings instead of alexnet

  #29 opened 7 years ago by ilalkovski
  0

• Try FB Fasttext word embeddings instead of Glove

  #30 opened 7 years ago by ilalkovski
  0

• Learn more about RNN & LSTM

  #1 opened 7 years ago by ilalkovski
  3

• Download Visual Storytelling dataset

  #3 opened 7 years ago by ilalkovski
  0

• Learn TensorFlow in details

  #4 opened 7 years ago by ilalkovski
  0

• Setup Linux and Tensor Flow

  #2 opened 7 years ago by ilalkovski
  0

• Understand, read, prepare and play with the visual storytelling dataset

  #5 opened 7 years ago by ilalkovski
  1

• Implement Image Captioning in TensorFlow

  #6 opened 7 years ago by ilalkovski
  1

• Script to calculate BLEU and METEOR on whole story

  #32 opened 7 years ago by ilalkovski
  0

• Experiment with making last K images as one sample instead of all images

  #25 opened 7 years ago by ilalkovski
  0