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coronavirus-dataset

Valencia Region Image Bank (BIMCV) that combines data from the PadChest dataset with future datasets based on COVID-19 pathology to provide the open scientific community with data of clinical-scientific value that helps early detection of COVID-19

HTML
129
2 年前

COVID-19 Detection Chest X-rays and CT scans: COVID-19 Detection based on Chest X-rays and CT Scans using four Transfer Learning algorithms: VGG16, ResNet50, InceptionV3, Xception. The models were trained for 500 epochs on around 1000 Chest X-rays and around 750 CT Scan images on Google Colab GPU. A Flask App was later developed wherein user can upload Chest X-rays or CT Scans and get the output of possibility of COVID infection.

Jupyter Notebook
126
1 年前

COVID-Net Open Source Initiative - Models and Data for COVID-19 Detection in Chest CT

Jupyter Notebook
123
2 年前

COVID-CXNet: Diagnosing COVID-19 in Frontal Chest X-ray Images using Deep Learning. Preprint available on arXiv: https://arxiv.org/abs/2006.13807

Jupyter Notebook
65
1 年前

This is one of the first projects that I worked on ever since I started learning web development. Covid had a devastating impact on millions of people worldwide. Nonetheless, I managed to find something positive! [ARCHIVED]

CSS
14
3 年前

Data from the Spanish Health Ministry and other Spanish official sources of the for the covid-19 outbreak. All regions, most provinces included. Updated daily

12
5 年前
JavaScript
11
2 年前

Scrape New Zealand's COVID-19 case, alert level and hardship grant information from government web pages, and render the data in various formats suitable for mapping, visualisation and analysis.

Go
11
5 年前

[EN] Italian Coronavirus Cases by Age group and Sex (ICCAS) Dataset. | [IT] Dati dell'ISS sul numero di casi/morti di coronavirus in Italia disaggregati per fascia d'età e sesso.

Python
6
4 年前

Stream real time Tweets of current affairs like covid-19 using Kafka 2.0.0 high throughput producer & consumer into Elasticsearch using safe, idempotent and compression configurations. Aggregate the data and use it for further analytics.

Java
6
5 个月前