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ResMLP-S12
The ResMLP-S12 dataset is used for image classification tasks. -
Contrast Enhanced CT Phase Classification
Computed Tomography (CT) dataset for contrast phase classification -
Tiny-Imagenet
Tiny-Imagenet is a dataset of 100,000 224x224 color images, each belonging to one of 200 classes. -
USPS dataset
The USPS dataset consists of 9298 images of handwritten digits 0-9 (10 classes) of 16x16 pixels in gray scale. -
Willow Object Class
The Willow Object Class dataset comprises 304 images gathered from Caltech-256 (Griffin et al., 2007) and Pascal VOC 2007 (Everingham et al., 2007). -
ImageNet, CIFAR-10, and Cityscapes
The dataset used in this paper is ImageNet and CIFAR-10 for image classification, and Cityscapes for semantic segmentation. -
ImageNet-32
The ImageNet-32 dataset is a subset of the ImageNet dataset, containing 1,281,167 training samples and 50,000 test samples, distributed across 1,000 labels. -
MNIST and USPS datasets
The MNIST dataset is a collection of 70,000 28x28 grayscale images of handwritten digits, and the USPS dataset is a collection of 9,298 16x16 grayscale images of handwritten... -
CIFAR10 and ImageNet
The dataset used in the paper to evaluate the alignment of deep neural networks with human perception. -
Churn analysis using deep convolutional neural networks and autoencoders
Customer temporal behavioral data represented as images to perform churn prediction by leveraging deep learning architectures prominent in image classification. -
MNIST and Lending Club Loan datasets
The MNIST dataset is used for image classification, and the Lending Club Loan dataset is used for tabular data. -
inaturalist
The inaturalist species classification and detection dataset contains images of 8,142 species. -
CIFAR100-LT
Long-tailed classification has been extensively studied in recent years due to its importance in real-world applications with heavily imbalanced data distribution. -
Street View House Numbers (SVHN)
The Street View House Numbers (SVHN) dataset used consist of 32x32 10,000 labelled image pool, 30,000 unlabelled pool and 26,032 testing pool. -
UAVid Dataset
UAVid is a dataset for semantic segmentation of UAV images, containing 420 images with 8 classes.