Machine Learning
IEEE 802.11ac performance dataset contains information regarding normalized throughput achieved under five link configuration parameters and a channel condition measured by SNR. The five link configuration parameters are channel bandwidth, multiple-input multiple output (MIMO) antenna, modulation and coding schemes (MCS), guard interval and frame aggregation. In the dataset, there are seven columns: SNR value, MIMO, channel bandwidth, MCS, guard interval, frame aggregation and normalized throughput.
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900 Views
The dataset contains the signal recording acquired on vehicle (car) drivers (ten experienced drivers and ten learner drivers) on the same 28.7 km route in the Silesian Voivodeship (in Polish województwo śląskie) in southern Poland. Experienced drivers performed the tasks in their own cars whereas the learner drivers performed the tasks under a supervison of a driving instructor in a specially marked cars (with L sign).
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759 Views
This is the dataset associated with the IEEE-JBHI submission "Synthesizing Electrocardiograms With Atrial Fibrillation Characteristics Using Generative Adversarial Networks". This dataset contains 4,768 synthesized atrial fibrillation (AF)-like ECG signals stored in PhysioNet MAT/HEA format.
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914 Views
Intelligent Hybrid model to Enhance Time Series Models for Predicting Network Traffic, the proposed research has used the clustering approach to handle the ambiguity from the entire network data for enhancing the existing time series models.
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2539 Views
This dataset contains multispectral high resolution 1627 image patches of size 10 x 10 pixels with each pixel size of 10mx10m. These patches are generated from the Sentinel-2 (A/B) satellite images acquired during the period of October 2018 to May 2019. It covered one life cycle (12 months) of the sugarcane crop in the region of the Karnataka, India. Many parameters like plantation season, soil type, plantation type, crop variety and irrigation type that affects the growth of the sugarcane crop are considered while generating the samples.
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1934 Views
Three month Coffee Leaf Rust dataset generated by the Cyber Physical Data Collection System.
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3727 Views
Deep facial features with identity generated from CelebA dataset using facenet network (128 real-valued features). Dataset contains:
- full dataset
- training dataset
- validation dataset
Link to CelebA dataset: http://mmlab.ie.cuhk.edu.hk/projects/CelebA.html
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356 Views
Music and animal's basic emotions associated with acoustic signals.
Files associated with animals’ sounds mainly were based on the records from Volodins Bioacoustic Group Homepage
http://www.bioacoustica.org/index_eng.html
http://www.bioacoustica.org/gallery/gallery_rus.html
More details:
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711 Views
Giemsa-stained thin blood smear slides from 150 P. falciparum-infected and 50 healthy patients were collected and photographed at Chittagong Medical College Hospital, Bangladesh. The smartphone’s built-in camera acquired images of slides for each microscopic field of view.
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1534 Views