Food-101-数据集 本数据集包含了101 种食品类别的图像数据集,共有 101,000 张图像,平均每个类别拥有 250 张测试图像和 750 张训练图 像。训练图像未经过数据清洗。所有图像都已经重新进行了尺寸缩放,最大边长达到了 512 像素。 In this paper we address the problem of automatically recognizing pictured dishes...
The Food-101 dataset consists of 101 food categories with 750 training and 250 test images per category, making a total of 101k images. The labels for the test images have been manually cleaned, while the training set contains some noise.
Food101数据集,包含101类食物 在AI界浑水摸鱼 8枚 CC0 图像分类计算机视觉 2 8 2022-12-09 详情 相关项目 评论(0) 创建项目 文件列表 food-101.zip food-101.zip (5430.11M) 下载 File Name Size Update Time classes.txt 1184 2014-07-09 21:04:28 h5/food_c101_n1000_r384x384x3.h5 359407496 ...
Fine-TuningMuch research has been done on the classification of the food101 dataset, but much of this research which achieved an accuracy score of more than 90% explores heavyweight architecture such as EfficientNetB7, Visual Geometry Group19, ResNet-200, Inception v4, DenseNet-201, ResNeXt-101...
we introduce a novel and challenging dataset of 101 food categories, with 101’000 images. With an average accuracy of 50.76%, our model outperforms alternative classification methods except for cnn, including svm classification on Improved Fisher Vectors and existing discriminative part-mining algorithm...
The dataset used for training the model is obtained from tfds.image_classification.Food101. This dataset has 101,000 images of 101 different classes of food. The dataset is split into training and test (validation) dataset with 75,750 and 25,250 images respectively. Training We optimized the ...
101 directories Data Explorer (8.26 GB) arrow_drop_down folder images arrow_right folder test arrow_right folder train arrow_right folder texts Summary arrow_right folder 90.7k files arrow_right calendar_view_week 6 columns lightbulb See what others are saying about this dataset ...
For the Food-101 dataset, the results are summarized in Table 1. We observe that the multimodal approach, which combines both image and text features, consistently outperforms the image-only and text-only methods across all model variants. Specifically, the ViT-L/14 model achieves the highest ...
公共数据集> food101food101 5 wu z zuohongzhi1 CC0 计算机视觉 1 16 2024-06-16 详情 相关项目 评论(0) 创建项目 文件列表 cifar-10-python.tar.gz cifar-10-python.tar.gz (28.31M) 下载 File Name Size Update Time cifar-10-batches-py/batches.meta 112 2024-06-12 12:05:51 cifar-10-batc...
Table 1:Performanceobtained by machine learning and deep learning techniques on the UPMCFood-101dataset fortext classification. Model NameAccuracyF1PrecisionRecall Machine LearningSGD0.8260.8600.9160.826 Multinomial Naive Bayes0.8330.8330.840.833 Logistic Regression0.8520.8530.8550.852 ...