Awesome Remote Sensing Toolkit based on PaddlePaddle.

The official repo for [TGRS'22] "Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model"

This repository contains all necessary meta information, results and source files to reproduce the results in the publication Eric Müller-Budack, Kader Pustu-Iren, Ralph Ewerth: "Geolocation Estimation of Photos using a Hierarchical Model and Scene Classification", In: European Conference on Computer Vision (ECCV), Munich, 2018.

This project is designed to display how we can utilize deep learning methods for Sports Data Analytics.

This is the implement of the paper "DynamicVis: An Efficient and General Visual Foundation Model for Remote Sensing Image Understanding"

微调 Inception-ResNet-V2, 解决 AI Challenger 2017 场景分类问题。

SoundPy (alpha stage) is a research-based python package for speech and sound. Applications include deep-learning, filtering, speech-enhancement, audio augmentation, feature extraction and visualization, dataset and audio file conversion, and beyond.

[ICASSP 2025] Open-source code for the paper "Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification"

The official repo for [IJCAI'24] "LeMeViT: Efficient Vision Transformer with Learnable Meta Tokens for Remote Sensing Image Interpretation"

[IEEE TGRS 2022] Universal Adversarial Examples in Remote Sensing: Methodology and Benchmark

Solution of Intel scene classification problem | 95.4 % Accuracy | 5th rank

Scene classification baseline. Test Acc:90.14%

🧠 The core system of photos.network an open-source project for a self-hosted photo management application

Official source code of the paper: Perturbation Seeking Generative Adversarial Networks: A Defense Framework for Remote Sensing Image Scene Classification

Backdoor Attacks for Remote Sensing Data with Wavelet Transform

Spatial Pyramid Matching for Scene Classification

🖼️ Scene classification system created in Java with OpenIMAJ

AI Challenger: 对80个场景进行分类

This repository houses a comprehensive deep learning-based system for the scene classification of very high-resolution satellite imagery, focusing on post-earthquake damage assessment. The primary case study involves the devastating earthquakes that occurred in Kahramanmaraş province, Türkiye, in 2023.

Streamlit web app for scene classification using Vision Transformer (ViT). Upload images to classify into 6 categories: Buildings, Forest, Glacier, Mountain, Sea, Street.

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Scene Classification Dataset

A comparative study of scene classification using various AlexNet configurations in PyTorch, ranging from custom shallow architectures to Transfer Learning and Fine-Tuning on pre-trained ImageNet models.

GeoTalks kapsamında, yapay zeka (AI) ve açıklanabilir yapay zeka (XAI) alanlarında yapılan çalışmaları içermektedir.

Modelos de clasificación de imágenes utilizando técnicas de aprendizaje profundo

EfficientNet-B0 based deep learning framework for remote sensing scene classification, achieving ~99.5% accuracy on the UC Merced Land Use dataset.

Scene classificator using ML and DL techniques

Implementing FCN8 and FCN32 semantic segmentation models to classify pixels in road scenes.

Terrarium is a Python Package for geospatial manipulation and raster/vector generation for the GeoSentry 🌍 Platform powered by Google Earth Engine and Google Maps Platform.

Repo for 6.869 MiniPlaces challenge