Awesome datasets for hyperspectral imaging research.
☆42Jan 14, 2026Updated 3 months ago
Alternatives and similar repositories for awesome-hyperspectral-datasets
Users that are interested in awesome-hyperspectral-datasets are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Few-shot Learning with Class-Covariance Metric for Hyperspectral Image Classification, TIP, 2022☆34Oct 14, 2022Updated 3 years ago
- This is a code demo for the paper "Few-shot Hyperspectral Image Classification with Self-supervised Learning"☆23Oct 1, 2023Updated 2 years ago
- Non Local Means (NLM) python implementation.☆22Dec 2, 2021Updated 4 years ago
- HuiYanEarth-SAR: A Foundation Model for High-Fidelity and Low-Cost Global Remote Sensing Imagery Generation (2026)☆30Apr 14, 2026Updated 3 weeks ago
- ☆20Jun 27, 2025Updated 10 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆13Sep 9, 2022Updated 3 years ago
- An autoencoder that performs nonlinear pixel unmixing on hyperspectral images (based on the Fan, Bilinear, PPNM models, and also higher o…☆30May 19, 2021Updated 4 years ago
- ☆16Sep 3, 2025Updated 8 months ago
- Exploring the Spectral Prior for Hyperspectral Image Super-Resolution (IEEE Transactions on Image Processing 24)☆19Oct 8, 2024Updated last year
- ☆11May 29, 2020Updated 5 years ago
- Synthetic Data Augmentation using a Generative Adversarial Network for Improved Hyperspectral Image Classification☆14Sep 8, 2021Updated 4 years ago
- [TNNLS 2023] The official repo for the paper "HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture Se…☆13Oct 13, 2024Updated last year
- Spectral-Spatial MLP Network with Reciprocal Points learning for Open-Set Hyperspectral Image Classification☆16Jul 9, 2023Updated 2 years ago
- [ICLR2025] Learning Gain Map for Inverse Tone Mapping☆27Apr 21, 2026Updated 2 weeks ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [JSTARS 2025] FAHM: Frequency-Aware Hierarchical Mamba for Hyperspectral Image Classification☆17Mar 1, 2025Updated last year
- Code for the paper "Scene-to-Patch Earth Observation: Multiple Instance Learning for Land Cover Classification".☆14Nov 16, 2022Updated 3 years ago
- Spectral Angle Mapper used to classify Hyperspectral Image☆36Nov 24, 2024Updated last year
- Deep learning on SAR images☆15May 3, 2015Updated 11 years ago
- Wildfire risk assessment using remote sensing data - Prediction of Wildfires☆16May 10, 2024Updated last year
- Blind Nonlinear Unmixing for Intimate Mixtures Using Hapke Model and Convolutional Neural Network☆16Aug 29, 2022Updated 3 years ago
- ☆48May 20, 2025Updated 11 months ago
- A Spectral Diffusion Prior for Unsupervised Hyperspectral Image Super-Resolution, IEEE TGRS, 2024☆19Feb 24, 2025Updated last year
- Exploring Multi-Timestep Multi-Stage Diffusion Features for Hyperspectral Image Classification☆15Sep 7, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Learning An Explicit Weighting Scheme for Adapting Complex HSI Noise (CVPR2021)☆14Aug 21, 2021Updated 4 years ago
- Learning to See in the Dark running in Android by ncnn with Raw Camera☆27Feb 20, 2022Updated 4 years ago
- MUUFL Gulfport Hyperspectral and LIDAR Data: This data set includes HSI and LIDAR data, Scoring Code, Photographs of Scene, Description o…☆93Dec 7, 2018Updated 7 years ago
- A real- world dataset comprising thousands of multispectral and RGB images in diverse real world and lab conditions☆26Apr 15, 2026Updated 3 weeks ago
- Vertex Component Analysis in Python☆37Dec 30, 2025Updated 4 months ago
- [ISPRS JP&RS 2023] From center to surrounding: an interactive learning framework for hyperspectral image classification☆17Apr 14, 2023Updated 3 years ago
- ☆23Aug 7, 2021Updated 4 years ago
- HSI常用数据集/高光谱图像☆51May 30, 2025Updated 11 months ago
- ☆11Jul 20, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Fast spectral clustering, described in the NeurIPS'23 paper "Fast and Simple Spectral Clustering in Theory and Practice"☆17Jun 19, 2025Updated 10 months ago
- Shuaikai Shi, Lijun Zhang, Jie Chen, "Hyperspectral and Multispectral Image Fusion Using the Conditional Denoising Diffusion Probabilisti…☆14Jul 20, 2023Updated 2 years ago
- DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced Hyperspectral Imagery, TCSVT, 2022☆17Apr 3, 2023Updated 3 years ago
- ☆19Nov 29, 2022Updated 3 years ago
- ☆20Apr 12, 2024Updated 2 years ago
- Chesapeake RSC dataset introduced in "Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial image…☆70Mar 17, 2026Updated last month
- Gated Transformer for Hyperspectral Anomaly Detection☆36Aug 18, 2025Updated 8 months ago