ECE
Datasets
All datasets matching “ECE”CanadaFireSat
Dataset Card for CanadaFireSat 🔥🛰️
In this benchmark, we investigate the potential of deep learning with multiple modalities for high-resolution wildfire forecasting. Leveraging different data settings across two types of model architectures: CNN-based and ViT-based.
📝 Published paper from ISPRS (ArXiv Version)
💿 Dataset repository on GitHub
🤖 Model repository on GitHub & Weights on Hugging Face
🟰 Another "Raw" version of the data with NPY files organized in different… See the full description on the dataset page: https://huggingface.co/datasets/EPFL-ECEO/CanadaFireSat.coralscapes
Coralscapes Dataset
The Coralscapes dataset is the first general-purpose dense semantic segmentation dataset for coral reefs. Similar in scope and with the same structure as the widely used Cityscapes dataset for urban scene understanding, Coralscapes allows for the benchmarking of semantic segmentation models in a new challenging domain.
Dataset Structure
The Coralscapes dataset spans 2075 images at 1024×2048px resolution… See the full description on the dataset page: https://huggingface.co/datasets/EPFL-ECEO/coralscapes.SwissView
Dataset Card for SwissView Dataset
Project Page
https://limirs.github.io/GeoExplorer/
GeoExplorer: Active Geo-localization with Curiosity-Driven Exploration
Dataset Summary
This dataset consists of two subsets:
SwissViewMonuments: which includes 15 images of atypical or distinctive scenes, such as unusual buildings and landscapes, with corresponding ground level images.
SwissView100, which comprises 100 images randomly selected from across the Swiss territory… See the full description on the dataset page: https://huggingface.co/datasets/EPFL-ECEO/SwissView.ValaisCD
ValaisCD Dataset
High-Resolution Aerial Change Detection (Switzerland, 2017–2023)
Project page: https://manonbechaz.github.io/2Player/
🗺️ Overview
ValaisCD is a high-resolution change detection dataset built from SwissTopo SWISSIMAGE 10 cm aerial imagery, covering several urban and peri-urban regions of the canton of Valais, Switzerland.It provides pairs of aerial images captured in 2017 and 2023, along with automatically generated building-change labels derived from… See the full description on the dataset page: https://huggingface.co/datasets/EPFL-ECEO/ValaisCD.CanadaFireSat-Raw
Dataset Card for CanadaFireSat 🔥🛰️
In this benchmark, we investigate the potential of deep learning with multiple modalities for high-resolution wildfire forecasting. Leveraging different data settings across two types of model architectures: CNN-based and ViT-based.
📝 Published paper from ISPRS (ArXiv Version)
💿 Dataset repository on GitHub
🤖 Model repository on GitHub & Weights on Hugging Face
🟰 Another "Clean" version of the data with PARQUET files can be found at… See the full description on the dataset page: https://huggingface.co/datasets/EPFL-ECEO/CanadaFireSat-Raw.EcoWikiRS
EcoWikiRS: Learning Ecological Representations of Satellite Images from Weak Supervision with Species Observations and Wikipedia
AuthorsValerie Zermatten · Javiera Castillo-Navarro · Pallavi Jain · Devis Tuia · Diego Marcos
Overview
The WikiRS dataset, composed of triplets of images, species list and Wikipedia sentences :
91k high-resolution aerial images (50cm, RGB bands) from the swissIMAGE product
crowd-sourced species observations from 2745 different… See the full description on the dataset page: https://huggingface.co/datasets/EPFL-ECEO/EcoWikiRS.