Satellite images classification
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Nov 30, 2019 - Python
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eurosat
Here are 11 public repositories matching this topic...
ANN to SNN conversion on land cover and land use classification problem for increased energy efficiency.
artificial-neural-networks spiking-neural-networks ann neuromorphic energy-consumption energy-efficiency ucm snn neuromorphic-computing eurosat ucmerced land-cover-classification land-use-classification land-use-land-cover
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Feb 8, 2022 - Python
A fast and easy-to-use Remote sensing Image format COnverter for High-throughput Deep-Learning (rico-hdl).
converter deep-learning remote-sensing high-throughput hydro data-loading eurosat bigearthnet hyspecnet-11k bigearthnet-s1 bigearthnet-s2 bigearthnet-mm uc-merced ssl4eo-s12 major-tom-core
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May 7, 2025 - Python
Interactive web app for land use classification from Sentinel-2 satellite imagery using deep learning.
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Dec 1, 2025 - Python
Federated Learning in Satellite Constellations using Flower
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Sep 2, 2025 - Python
Multispectral satellite image classification on EuroSAT using Swin Transformer, Res2Net, and CSWin with SHAP explainability — Apache-2.0
python deep-learning pytorch remote-sensing image-classification satellite-imagery multispectral shap explainability res2net eurosat swin-transformer
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Apr 19, 2026 - Python
Trained a ResNet50 model on the EuroSAT satellite imagery dataset w/ PyTorch. Analyzed the model's encoder by visualizing linear interpolations within the embedding space to illustrate the semantic separation in the learned feature representations.
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Jan 17, 2024 - Python
A Geo-AI engine for automated ESG and supply chain monitoring. This project uses a ResNet-101 model, fine-tuned on the EuroSAT satellite dataset, to classify land use and detect environmental risks like deforestation, helping enterprises meet regulatory requirements and enhance transparency.
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Feb 5, 2026 - Python
A comparative analysis of state-of-the-art CNN and transformer architectures for an image classification problem.
vgg image-classification resnet comparative-analysis stanford-cars eurosat vision-transformer swin-transformer
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Apr 23, 2025 - Python
Residual Network implementation for classifying satellite images from EuroSAT dataset
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May 3, 2024 - Python
Trabalho da disciplina de Sensoriamento Remoto (GEO05038) de 2022/1
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May 10, 2026 - Python
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