mvrl / BirdSAT
A PyTorch implementation of "BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping"
β17Updated last year
Alternatives and similar repositories for BirdSAT:
Users that are interested in BirdSAT are comparing it to the libraries listed below
- β41Updated last year
- Official code for π₯ Unsupervised Wildfire Change Detection based on Contrastive Learning π₯β19Updated last year
- Cross-dataset Learning for Generalizable Land Use Classification (PyTorch)β10Updated 2 years ago
- β22Updated 8 months ago
- Centroid-UNet is deep neural network model to detect centroids from satellite images.β31Updated 2 years ago
- β26Updated last year
- Code for the paper "MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels"β25Updated last year
- β17Updated last month
- greenhouse detectionβ11Updated 10 months ago
- Demo for label super resolution using epitomesβ9Updated 3 years ago
- using deep semantic segmentation networks for global multi-temporal cropland mapping from remote sensing big dataβ12Updated 4 years ago
- CVPR 2023 Data Contributionβ17Updated last year
- This repository contains code for experiments using the winning mode for xView2 "xView2: Assess Building Damage" challenge and a simple β¦β23Updated last year
- A simple baseline for the 2022 IEEE GRSS Data Fusion Contest (DFC2022)β31Updated 3 years ago
- SegEval is a Python library that provides tools for evaluating semantic segmentation modelsβ11Updated last year
- β12Updated 3 weeks ago
- Starter-pack for the AI4EO Food Security Challengeβ21Updated last year
- [Remote Sensing] A Swin Transformer-based Encoding Booster Integrated in U-shaped Networkβ15Updated 2 years ago
- β19Updated last month
- Cross-Sensor Masked Autoencoder for Content Based Image Retrieval in Remote Sensingβ20Updated 2 months ago
- β29Updated 2 years ago
- This repo contains codes, scripts, documents, etc, that are deliverables and helpers for the synthetic satellite imagery project from Micβ¦β26Updated last year
- This is the official github repository of "An Open and Large-Scale Dataset for Multi-Modal Climate Change-aware Crop Yield Predictions"β14Updated 8 months ago
- PyTorch EO aims to make Deep Learning for Earth Observation data easy and accessible to real-world cases and research alike.β42Updated 6 months ago
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"β18Updated 6 months ago
- Contains source code for the winning solution of the xView3 challenge https://iuu.xview.us/.β16Updated 2 years ago
- A Multi-label High Spatial Resolution Remote Sensing Dataset for Semantic Scene Understandingβ38Updated last year
- Dataset for training and evaluating tree detectors in urban environments with aerial imageryβ32Updated 8 months ago
- Project directory for self-supervised training of multi-spectral optical and SAR vision transformers!β67Updated 2 years ago