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  • Chinese Academy of Forestry
  • Chinese

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Starred repositories

23 stars written in Jupyter Notebook
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The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Jupyter Notebook 48,572 5,739 Updated Sep 18, 2024

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Jupyter Notebook 14,975 3,638 Updated Apr 21, 2022

My blogs and code for machine learning. http://cnblogs.com/pinard

Jupyter Notebook 8,409 3,746 Updated Feb 16, 2024

数据科学的笔记以及资料搜集

Jupyter Notebook 8,256 3,137 Updated Aug 16, 2021
Jupyter Notebook 810 174 Updated Dec 6, 2021

Reproducing Yann LeCun 1989 paper "Backpropagation Applied to Handwritten Zip Code Recognition", to my knowledge the earliest real-world application of a neural net trained with backpropagation.

Jupyter Notebook 616 68 Updated Feb 3, 2024

Python scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"

Jupyter Notebook 110 47 Updated Nov 22, 2022

Classifying remote sensing data with random forest

Jupyter Notebook 92 38 Updated Jan 24, 2021

Semantic segmentation of remote sensing image, using DeepLabv3(PyTorch)

Jupyter Notebook 68 23 Updated Jun 5, 2019

A set of notebook tutorials for RSGISLib.

Jupyter Notebook 43 6 Updated Nov 22, 2024

Implementation of active learning features for AxonDeepSeg software (axon-myelin segmentation)

Jupyter Notebook 38 13 Updated Jan 18, 2019

Deep Leaning (DL) for remote sensing image (RSI) classification.

Jupyter Notebook 34 22 Updated Mar 14, 2024

Phenological analysis of Remote Sensing data with Python

Jupyter Notebook 28 3 Updated Feb 23, 2024

This is the code of the paper Multiple Spectral Resolution 3D Convolutional Neural Network for Hyperspectral Image Classification. And the paper has been accpeted by remote sensing.

Jupyter Notebook 25 5 Updated Jun 8, 2022

Notebook for the GRASS GIS for remote sensing data processing and analysis workshop at FOSS4G 2022 in Florence

Jupyter Notebook 24 8 Updated Sep 12, 2022

classification of remote sensing images using Convolutional Neural Networks (CNN)

Jupyter Notebook 17 8 Updated Apr 14, 2020

Remote sensing project in which crop classification is done using the help of Hyper spectral image technologies

Jupyter Notebook 6 Updated May 28, 2022

Demo of the paper: "An evaluation of Guided Regularized Random Forest for classification and regression tasks in remote sensing"

Jupyter Notebook 4 1 Updated Dec 13, 2022

Geo-spatial utilities for Remote Sensing and GIS application

Jupyter Notebook 3 Updated Dec 1, 2024

A machine learning code for feature selection and classification of Burn Severity from Landsat and LiDAR data

Jupyter Notebook 2 Updated Mar 19, 2021
Jupyter Notebook 1 Updated Mar 13, 2021

This systems works for keeping track the season crop dynamics based on remote sensing images.

Jupyter Notebook 1 Updated Sep 30, 2023