Implementation of 'merge' architecture for generating image captions from paper "What is the Role of Recurrent Neural Networks (RNNs) in an Image Caption Generator?" using Keras. Dataset used is Flickr8k available on Kaggle. image-captioningvgg19lstm-networksflickr8k-dataset ...
images = '/kaggle / input / flickr8k / flickr_data / Flickr_Data / Images/' # Create a list of all image names in the directory img = glob.glob(images + '*.jpg') train_path = '/kaggle / input / flickr8k / flickr_data / Flickr_Data / Flickr_TextData / Flickr_8k.trainImages....
(0.229, 0.224, 0.225)) ]) dataset = Flickr8k(data_dir, captions_dir, transform=transform) dataloader = DataLoader(dataset, batch_size=32, shuffle=True, num_workers=4) # 构建模型 vocab_size = len(dataset.vocab) max_length = dataset.max_length encoder = EncoderCNN() decoder = DecoderLSTM...
images = '/kaggle / input / flickr8k / flickr_data / Flickr_Data / Images/' # Create a list of all image names in the directory img = glob.glob(images + '*.jpg') train_path = '/kaggle / input / flickr8k / flickr_data / Flickr_Data / Flickr_TextData / Flickr_8k.trainImages....
Flickr8k Dataset for image captioning. Data CardCode (585)Discussion (1)Suggestions (1) About Dataset Context A new benchmark collection for sentence-based image description and search, consisting of 8,000 images that are each paired with five different captions which provide clear descriptions of...
How would you describe this dataset? Well-documented 0Well-maintained 0Clean data 0Original 0High-quality notebooks 0Othertext_snippet Metadataunfold_moreExpand all Collaboratorskeyboard_arrow_down Authorskeyboard_arrow_down Coveragekeyboard_arrow_down DOI Citationkeyboard_arrow_down Provenancekeyboard_arrow...
Python · Flickr 8k Dataset, fastText Vietnamese word vectors full, Flickr8k Vietnamese Captions +1NotebookInputOutputLogsComments (0)Run 2026.9s - GPU P100historyVersion 1 of 1 GPU Table of Contentschevron_right 0. Install important libraries1. Import important libraries2. Getting and ...