python chatbot gemini text-embedding gemini-api streamlit image-caption-generator question-answering-system streamlie-cloud Updated Nov 1, 2024 Python LavanyaAN21 / Depiction-of-image-features-with-audio-to-aid-visually-impaired-person Star 1 Code Issues Pull requests This project leverages ad...
imagetransformermultimodal-deep-learningimage-caption-generatorhuggingface-transformershuggingface-datasetsblip2 UpdatedAug 7, 2023 Jupyter Notebook bhushan2311/image_caption_generator Star32 An Image captioning web application combines the power of React.js for front-end, Flask and Node.js for back-end,...
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...
[2] Kulkarni, Girish, et al. "Baby talk: Understanding and generating image descriptions". In Proceedings of the 24th CVPR, 2011. [pdf] [3] Vinyals, Oriol, et al. "Show and tell: A neural image caption generator". In arXiv preprint arXiv:1411.4555, 2014. [pdf] [4] Donahue, Jeff,...
[2] Kulkarni, Girish, et al. "Baby talk: Understanding and generating image descriptions". In Proceedings of the 24th CVPR, 2011. [pdf]⭐️⭐️⭐️⭐️ [3] Vinyals, Oriol, et al. "Show and tell: A neural image caption generator". In arXiv preprint arXiv:1411.4555, 2014...
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. ...
Image Captioning 一般有两个组成部分: a)图像编码器 (image encoder),它接收输入图像并以一种对图像描述有意义的格式来表示图像; b) 图说解码器 (caption decoder),它接受图像表示,并输出文本描述。 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...
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...
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。
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 ...