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...
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...
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...
The base model is EfficientNetB1 which has been originally trained on ImageNet dataset. We use the power of transfer learning and fine-tuning to achieve accuracy of 80%. We also receive the bonus point because our model training was over in a couple of minutes compared to the mentioned 2-...
This is the Food101 dataset implemented in Apple's new framework called CoreML. The Food101 dataset can predict foods from images. The model was built with Keras 1.2.2 and is afine-tuned InceptionV3 model. To test this model you can open theFood101Prediction.xcodeprojand run it on your...
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 ...
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.
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-batches-py/data_batch_0 6189630 ...
To measure the performance of our rf component mining for food recognition, 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 ...