Deep learning-based image captioning with Flickr8k dataset. Code includes data prep, model training, and a Streamlit app. tensorflowimage-processingcnnlstmnltktext-processingvgg16streamlitimage-caption-generator UpdatedSep 26, 2024 Jupyter Notebook ...
Deep learning-based image captioning with Flickr8k dataset. Code includes data prep, model training, and a Streamlit app. tensorflow image-processing cnn lstm nltk text-processing vgg16 streamlit image-caption-generator Updated Aug 31, 2023 Jupyter Notebook jmisilo / clip-gpt-captioning Star 109...
"Show and tell: A neural image caption generator". In arXiv preprint arXiv:1411.4555, 2014. [pdf]⭐️⭐️⭐️ [4] Donahue, Jeff, et al. "Long-term recurrent convolutional networks for visual recognition and description". In arXiv preprint arXiv:1411.4389 ,2014. [pdf]...
AGE: Code for paper "Adversarial Generator-Encoder Networks" by Dmitry Ulyanov, Andrea Vedaldi and Victor Lempitsky which can be foundhere ResNeXt.pytorch: Reproduces ResNet-V3 (Aggregated Residual Transformations for Deep Neural Networks) with pytorch. pytorch-rl: Deep Reinforcement Learning with pyto...
ImageChisel ImageCrop ImageGenerator ImageGroup ImageIcon ImageLoader ImageMap ImageMapFile ImageTest ImmediateWindow 已實作 ImplementedOverridden 實作 ImplementingImplemented ImplementingOverridden ImplementingOverriding ImplementInterface 匯入 ImportCatalogPart ImportFilter ImportSettings 包含 IncreaseBrightness In...
对于查找相似单词任务,我们被限制在测试集词汇表中寻找相似的单词 (如果测试集中不存在某个单词,我们的 caption decoder 就不会学习它的嵌入)。然而,对于类似的图像任务,我们有一个图像表示生成器 (image representation generator),它可以接受任何输入图像并生成其编码。 这意味着我们可以使用余弦相似度方法来构建一个...
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[3] Vinyals, Oriol, et al. "Show and tell: A neural image caption generator". In arXiv preprint arXiv:1411.4555, 2014. [pdf] [4] Donahue, Jeff, et al. "Long-term recurrent convolutional networks for visual recognition and description". In arXiv preprint arXiv:1411.4389 ,2014. [pdf]...
Project Based Learning A list of programming tutorials in which learners build an application from scratch. These tutorials are divided into different primary programming languages. Some have intermixed technologies and languages. To get started, simply fork this repo. Please refer toCONTRIBUTING.mdfor ...
image encoder 是一个深度卷积网络,caption decoder 则是传统的 LSTM/GRU 递归神经网络。当然,我们可以从头开始训练它们。但这样做需要比我们现有的 (8k 图像)更多的数据和更长的训练时间。因此,我们不从头开始训练图像编码器,而是使用一个预训练的图像分类器,并使用它的 pre-final 层的激活。