kai-tub / ben-docs
A user-friendly introduction to the multi-modal BigEarthNet-MM dataset.
☆53Updated 3 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for ben-docs
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆61Updated last year
- Remote sensing pretrained models easy loading using huggingface -- PyTorch☆22Updated 3 weeks ago
- ☆29Updated 9 months ago
- A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.☆163Updated last year
- A Library for configurable combination of pre-configured and possibly pre-trained Image and Language Models☆37Updated last month
- A toolkit that enables building damage assessments from remotely sensed imagery.☆16Updated 2 weeks ago
- a Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).☆167Updated this week
- An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation…☆77Updated 7 months ago
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆17Updated 3 months ago
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆52Updated last year
- Buteo - Geospatial Analysis Meets AI☆25Updated last week
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆190Updated 6 months ago
- Official repository of the ben-ge Earth Observation dataset☆17Updated 11 months ago
- Hephaestus: A large scale multitask dataset towards InSAR understanding☆62Updated last year
- Sensor Independent Cloud and Shadow Masking with Ambiguous Labels and Multimodal Inputs☆33Updated last month
- ☆55Updated 4 months ago
- Super-resolution of 10 Sentinel-2 bands to 5-meter resolution, starting from L1C or L2A (Theia format) products.☆64Updated 3 months ago
- Semantic segmentation from aerial imagery (baseline of the FLAIR #1 challenge)☆44Updated 2 months ago
- Course materials for the IGARSS 2023 Tutorial "Efficient Deep Learning for Earth Observation"☆26Updated last year
- Image/Scene Classification for RemoteSensing Images;Officail Repo for the EarthNets Platform. https://arxiv.org/pdf/2210.04936.pdf☆14Updated 2 years ago
- Satellite cloud removal with Deep Image Prior.☆64Updated 3 months ago
- ☆36Updated last month
- Crop type mapping of small holder farms in Ghana, and South Sudan☆81Updated 2 years ago
- GEO-Bench: Toward Foundation Models for Earth Monitoring☆89Updated 2 weeks ago
- Code and data for Kuro Siwo flood mapping dataset☆39Updated 3 weeks ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆82Updated last year
- Towards Robust Evaluation for Geospatial Foundation Models☆100Updated this week
- GeoPatch is a package for generating patches from remote sensing data☆40Updated last year
- Earth observation framework for scaled-up processing in Python☆37Updated 2 weeks ago
- UKIS Cloud Shadow MASK☆48Updated this week