dzetsaka
Machine-Learning
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| dzetsaka | Machine-Learning | |
|---|---|---|
| 2 | 1 | |
| 74 | 404 | |
| - | - | |
| 0.0 | 0.0 | |
| over 2 years ago | 3 months ago | |
| Python | Python | |
| GNU General Public License v3.0 only | MIT License |
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dzetsaka
- How would i clean manmade features like airports and canals from gis data from an entire country.
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Remote Sensing and Mangroves
You can use Sentinel 2 data (https://scihub.copernicus.eu/) and perform a supervised classification in QGIS using dsetzaka plugin (https://github.com/nkarasiak/dzetsaka) and extract boundaries. First remember to install scikit learn into QGIS (be aware to install it into QGIS python repository) otherwise you won't be able to run random forest from the plugin. Then do the same for other dates and create a time serie. At this point you can easily measure area changes. Id suggest to apply NDVI, NDMI, GCI and SIPI to assess health status of vegetation
Machine-Learning
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Visualization of ML Algorithms
Link to GitHub: here
What are some alternatives?
qgis-latlontools-plugin - QGIS tools to capture and zoom to coordinates using decimal, DMS, WKT, GeoJSON, MGRS, UTM, UPS, GEOREF, ECEF, H3, and Plus Codes notation. Provides external map support, MGRS & Plus Codes conversion and point digitizing tools.
sklearn-project-template - Machine learning template for projects based on sklearn library.
pycm - Multi-class confusion matrix library in Python
autoscraper - A Smart, Automatic, Fast and Lightweight Web Scraper for Python
RubixML - A high-level machine learning and deep learning library for the PHP language.
Gumbi - Gaussian Process Model Building Interface
qgis-densityanalysis-plugin - QGIS plugin that automates the creation of density heatmaps with a heatmap explorer to examine the areas of greatest concentrations. It includes H3, geohash, and polygon density map algorithms along with several styling algorithms.
gmr - Gaussian Mixture Regression
svm-pytorch - Linear SVM with PyTorch
crispy - Crispy is a machine-learning algorithm to make video-games montages efficiently. It uses a neural network to detect highlights in the video-game frames
SuperStyl - Supervised Stylometry
nyc_traffic_flask - Flask App with leaflet.js that can perform NYC Traffic Prediction