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TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
All course materials for the Zero to Mastery Machine Learning and Data Science course.
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI
Notebooks and libraries for spatial/geo Python explorations
Super-Resolution of Sentinel-2 Images: Learning a Globally Applicable Deep Neural Network
pyGIS is an online textbook covering all the core geospatial functionality available in Python. This includes handling vector and raster data, satellite remote sensing, machine learning and deep le…
Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training
Code Repository for Python for ArcGIS Pro, Published by Packt
Image segmentations of trees outside forest
Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.
8th place solution to Zindi's FarmPin Crop Detection Challenge
A deep learning model for surface water mapping based on satellite optical image.
Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches can be trained and classified using transfer learning techni…
This repository is designated to detecting trucks using Sentinel-2 data.
A collection of companion Jupyter notebooks for Ensemble Methods for Machine Learning (Manning, 2023)
Deep learning pretrained model on satellite imagery (Sentinel-2)
Comet Time Series Toolset for working with a time-series of remote sensing imagery and user defined polygons
Python implementation of QBSO-FS : a Reinforcement Learning based Bee Swarm Optimization metaheuristic for Feature Selection problem.
Python scripts for creating time lapse videos and gifs from Sentinel-2 images
Wavelet CNN, Texture Classification in Keras
Examples of Earth observation workflows that extract valuable information from satellite imagery, giving you hints and ideas how to use the EO data.
Sentinel-2 satellite tiles images downloader from Copernicus. Minimizes data download and combines multiple tiles to return a single area of interest.