ajigeo's repositories

temporal-SAR-transformer

Crop classification in the Cauvery Delta Zone using a multichannel based transformer model

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ajigeo

Config files for my GitHub profile.

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CNN-SoilTextureClassification

1-dimensional convolutional neural networks (CNN) for the classification of soil texture based on hyperspectral data

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GeneticAlgorithmPython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

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Label-Pixels

Label-Pixels is a tool for semantic segmentation of remote sensing images using fully convolutional networks (FCNs), designed for extracting the road network from remote sensing imagery and it can be used in other applications applications to label every pixel in the image ( Semantic segmentation).

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Machine-Learning-Collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

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Visualizing-Districts

Visualising Tamil Nadu district level data using Python

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readme-md-generator

📄 CLI that generates beautiful README.md files

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releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

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Satellite-images-to-real-maps-with-Deep-Learning

In this project, I developed a Pix2Pix generative adversarial network for image-to-image translation. I have used the so-called maps dataset used in the Pix2Pix paper.

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streamlit-example

Example Streamlit app that you can fork to test out share.streamlit.io

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WCM

:exclamation: This is a read-only mirror of the CRAN R package repository. WCM — Water Cloud Model (WCM) for the Simulation of Leaf Area Index (LAI) and Soil Moisture (SM) from Microwave Backscattering

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