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Meta-Album Benchmark - Extended 2022

Meta-Album Benchmark - Extended 2022

Created 08-12-2022 by Felicia West Visibility: public
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## **Meta-Album Boats Dataset (Extended)** The original version of the Meta-Album boats dataset is called MARVEL dataset (https://github.com/avaapm/marveldataset2016). It has more than 138 000 images…
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138367 instances - 3 features - 26 classes - 138367 missing values
## **Meta-Album Subcellular Human Protein Dataset (Extended)** This dataset is a subset of the Subcellular dataset in the Protein Atlas project(https://www.proteinatlas.org/). The original dataset,…
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15050 instances - 3 features - 21 classes - 15050 missing values
## **Meta-Album RSD Dataset (Extended)** RSD46 dataset (https://github.com/RSIA-LIESMARS-WHU/RSD46-WHU) is collected from Google Earth and Tianditu. The collection contains 46 scene categories, with a…
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43825 instances - 3 features - 43 classes - 43825 missing values
## **Meta-Album Insects Dataset (Extended)** The original Insects dataset is created by the National Museum of Natural History, Paris (https://www.mnhn.fr/fr). It has more than 290 000 images in…
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170506 instances - 3 features - 117 classes - 0 missing values
## **Meta-Album Animals with Attributes Dataset (Extended)** The original Animals with Attributes 2 (AWA) dataset (https://cvml.ist.ac.at/AwA2/) was designed to benchmark transfer-learning algorithms,…
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37318 instances - 3 features - 50 classes - 37318 missing values
## **Meta-Album Textures-ALOT Dataset (Extended)** Textures ALOT dataset (https://aloi.science.uva.nl/public_alot/) consists of 27 500 images from 250 categories. The images in the dataset are…
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25000 instances - 3 features - 250 classes - 25000 missing values
## **Meta-Album Plant Doc Dataset (Extended)** The PlantDoc dataset(https://github.com/pratikkayal/PlantDoc-Dataset) is made up of images of leaves of healthy and unhealthy plants. The images were…
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2549 instances - 3 features - 27 classes - 2549 missing values
## **Meta-Album Fungi Dataset (Extended)** Meta-Album Fungi dataset is created by sampling the Danish Fungi 2020 dataset(https://arxiv.org/abs/2103.10107), itself a sampling of the Atlas of Danish…
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15122 instances - 3 features - 25 classes - 0 missing values
## **Meta-Album MPII Human Pose Dataset Dataset (Extended)** The MPII Human Pose dataset (http://human-pose.mpi-inf.mpg.de/#download) is a state of the art benchmark for evaluation of articulated…
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2402 instances - 3 features - 29 classes - 2402 missing values
## **Meta-Album RSICB Dataset (Extended)** RSICB128 dataset (https://github.com/lehaifeng/RSI-CB) covers 45 scene categories, assembling in total 36 000 images of resolution 128x128 px. The data…
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36707 instances - 3 features - 45 classes - 0 missing values
## **Meta-Album Medicinal Leaf Dataset (Extended)** The Medicinal Leaf Database(https://data.mendeley.com/datasets/nnytj2v3n5/1) gathers 30 species of healthy and mature medicinal herbs. The leaves…
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1596 instances - 3 features - 26 classes - 1596 missing values
## **Meta-Album Dogs Dataset (Extended)** Researchers from Stanford University created the original Dogs dataset (http://vision.stanford.edu/aditya86/ImageNetDogs/). It contains more than 20 000…
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20480 instances - 3 features - 120 classes - 20480 missing values
## **Meta-Album PanNuke Dataset (Extended)** The PanNuke dataset(https://jgamper.github.io/PanNukeDataset/) is a semi-automatically generated segmentation and classification task of nuclei. The…
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5530 instances - 3 features - 19 classes - 5530 missing values
## **Meta-Album Airplanes Dataset (Extended)** The original Airplanes dataset (https://zenodo.org/record/3464319) comprises more than 9 000 remote sensing images acquired from Google Earth satellite…
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9625 instances - 3 features - 21 classes - 9625 missing values
## **Meta-Album Textures-DTD Dataset (Extended)** The Textures DTD dataset(https://www.robots.ox.ac.uk/~vgg/data/dtd/index.html) is a large textures dataset which consists of 5 640 images. The data is…
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5640 instances - 3 features - 47 classes - 5640 missing values
## **Meta-Album PlantNet Dataset (Extended)** Meta-Album PlantNet dataset is created by sampling the Pl@ntNet-300k dataset (https://openreview.net/forum?id=eLYinD0TtIt), itself a sampling of the…
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120688 instances - 3 features - 25 classes - 120688 missing values
## **Meta-Album Insects2 Dataset (Extended)** The pest insects dataset was originally created as a large scale benchmark dataset for Insect Pest Recognition (https://github.com/xpwu95/IP102). It…
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75222 instances - 3 features - 102 classes - 75222 missing values
## **Meta-Album Stanford 40 Actions Dataset (Extended)** The Stanford 40 Actions dataset(http://vision.stanford.edu/Datasets/40actions.html) contains images of humans performing 40 actions. There are…
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3389 instances - 3 features - 40 classes - 3389 missing values
## **Meta-Album RESISC Dataset (Extended)** RESISC45 dataset(https://gcheng-nwpu.github.io/) gathers 700 RGB images of size 256x256 px for each of 45 scene categories. The data authors strive to…
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31500 instances - 3 features - 45 classes - 31500 missing values
## **Meta-Album Cars Dataset (Extended)** The original Cars dataset (https://ai.stanford.edu/~jkrause/cars/car_dataset.html) was collected in 2013, and it contains more than 16 000 images from 196…
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16185 instances - 3 features - 196 classes - 16185 missing values
## **Meta-Album Textures Dataset (Extended)** The original Textures dataset is a combination of 4 texture datasets: KTH-TIPS and KTH-TIPS 2 (https://www.csc.kth.se/cvap/databases/kth-tips/index.html),…
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8675 instances - 3 features - 64 classes - 8675 missing values
## **Meta-Album Plant Village Dataset (Extended)** The Plant Village dataset(https://data.mendeley.com/datasets/tywbtsjrjv/1) contains camera photos of 17 crop leaves. The original image resolution is…
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54305 instances - 3 features - 38 classes - 0 missing values
## **Meta-Album Birds Dataset (Extended)** When Meta-Album was created, the Birds dataset(https://www.kaggle.com/datasets/gpiosenka/100-bird-species) contained images of 315 bird species, but now it…
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49054 instances - 3 features - 315 classes - 49054 missing values
## **Meta-Album Sports Actions Dataset (Extended)** The 100-Sports dataset(https://www.kaggle.com/datasets/gpiosenka/sports-classification) is a collection of sports images covering 73 different…
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10416 instances - 3 features - 73 classes - 10416 missing values
## **Meta-Album Flowers Dataset (Extended)** The Flowers dataset(https://www.robots.ox.ac.uk/~vgg/data/flowers/102/index.html) consists of a variety of flowers gathered from different websites and…
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8189 instances - 3 features - 102 classes - 8189 missing values
## **Meta-Album Plankton Dataset (Extended)** The Plankton dataset is created by researchers at the Woods Hole Oceanographic Institution (https://www.whoi.edu/). Imaging FlowCytobot (IFCB) was used…
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473273 instances - 3 features - 102 classes - 473273 missing values
## **Meta-Album DIBaS Dataset (Extended)** The Digital Images of Bacteria Species dataset (DIBaS) (https://github.com/gallardorafael/DIBaS-Dataset) is a dataset of 33 bacterial species with around 20…
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4060 instances - 3 features - 33 classes - 4060 missing values