上面将图像输入了一个作为编码器的AlexNet结构的CNN中,最后的Softmax换成一个RNN作为译码器,训练网络输出图像的标注结果。 另外两篇论文[Show and Tell: A Neural Image Caption Generator]和 [Deep Visual-Semantic Alignments for Generating Image Descriptions]中, 也提到了这种结构。 机器翻译用到的Seq2Seq模型中...
Mao et. al., 2014. Deep captioning with multimodal recurrent neural networks; Vinyals et. al., 2014. Show and tell: Neural image caption generator; Karpathy and Li, 2015. Deep visual-semantic alignments for generating image descriptions; 2. 挑选最可能的句子 机器翻译:条件语言模型 对于机器翻译...
B. Image captioning:图片标注。(1. Mao et. al., 2014. Deep captioning with multimodal recurrent neural networks. 2. Vinyals et. al., 2014. Show and tell: Neural image caption generator. 3. Karpathy and Fei Fei, 2014. Deep visual-semantic alignments for generating image descriptions.)。下...
[2] Vinyals O, Toshev A, Bengio S, et al. Show and tell: A neural image caption generator[C]// IEEE Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, 2015:3156-3164. [3] Karpathy A, Li F F. Deep visual-semantic alignments for generating image descriptions[...
CTRG: [Link] Work like a doctor: Unifying scan localizer and dynamic generator for automated computed tomography report generation. 2024 For VQA: VQA-Med-2018: [Link] Overview of imageCLEF 2018 medical domain visual question answering task. 2018 VQA-RAD: [Link] A dataset of clinically generated...
Image processingCOCO-Stuff dataset and Github Show and Tell: A Neural Image Caption Generator DRAW: A Recurrent Neural Network For Image Generation Colorful Image Colorization Image style transferIntroduction to Style Transfer from fast.ai Using other neural models for style transfer Picking an...
feat:ImageToText(caption generator) by @anakin87 inhttps://github.com/deepset-ai/haystack/pull/3859 fix: Remove double super class init from ParsrConverter init by @silvanocerza inhttps://github.com/deepset-ai/haystack/pull/3896 feat: storeid_hash_keysinDocumentobjects to make documents clon...
那么GANs是什么呢?Discriminator 扮演了C的角色,training data 是B,当C无法区分generator A 生成的数据与真实数据的时候,任务就完成啦!所以你看,科学发展飞速,但是事物的本质是不变的,若掌握了事物的核心本质,则万变不离其宗。GANs现在在CV领域多用来做image generation,下图是一些GANs生成的人脸图像。
Deep visual-semantic alignments for generating image descriptions(2015), A. Karpathy and L. Fei-Fei[pdf] Show, attend and tell: Neural image caption generation with visual attention(2015), K. Xu et al.[pdf] Show and tell: A neural image caption generator(2015), O. Vinyals et al.[pdf...
:satellite: All You Need to Know About Deep Learning - A kick-starter - instillai/deep-learning-roadmap