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2.11G,包含中文包,共有8091张图像,每张图像有5条描述语句。
transforms.Normalize((0.5, 0.5, 0.5), (0.5, 0.5, 0.5))]) trainset=Flickr8k(root='~/archive/Images', ann_file='~/archive/captions.txt', transform=transform) print(trainset) Expected Behaviour: Dataset Flickr8k Number of datapoints: 40.000 Root location: ~/archive/Images Real Behaviour:...
To achieve this, in this research work, Convolutional Neural Network (CNN) and Recurrent Neural Network (RNN) are used on Flickr8K dataset. To identify the regions in the image and to recognize the objects in the regions, an advanced region-based CNN (RCNN) methodology has been used. To ...
数据集包括8000张图片,每张图片都有5条对应的内容描述句子 分享在线分析 背景描述 数据集包含8,000张图像,每张图像都与五个不同的标题配对,这些标题提供了对图片中物体和事件的内容描述 数据说明 图片示例: 标题示例: #0 A child in a pink dress is climbing up a set of stairs in an entry way . #1 ...
dataset.append(os.path.splitext(line.strip())[0]) return set(dataset) def load_clean_caption(filename, dataset): """ 为图像标题首尾分别加上'startseq'和'endseq',作为自动标注的开始和终止 @paramfilename: 文本文件,每一行由图像名和图像标题构成,图像标题已经进行了清洗 ...
在Flickr8K 数据集上使用深度学习的图像字幕生成器 原文:https://www . geesforgeks . org/image-caption-generator-use-deep-learning-on-Flickr 8k-dataset/ 在深度学习领域,为给定图像生成字幕是一个具有挑战性的问题。在本文中,我们将使用计算机视觉和自然语言处理
(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(vocab_size,max_length)# 训练模型...
Name of the image will act as ey def load_clean_descriptions(des, dataset): dataset_des = dict() for key, des_list in des.items(): if key+'.jpg' in dataset: if key not in dataset_des: dataset_des[key] = list() for line in des_list: desc = 'startseq ' + line + ' end...
ParsCap: The Persian Variant of The Flickr8k Dataset for Image Captioningdoi:10.13140/RG.2.2.16347.90402Reza KhanmohammadiKeivan MirhoseiniSaeed SayadSeyedabolghasem Mirroshandel