Akash-Ramjyothi / Cloud-and-Fog-removal-System-using-Generative-Adversarial-Networks-Satellite-Image-ProcessingView on GitHub
Developed an AI System based on Generative Adversarial Networks (GANs) to predict and remove the Clouds and Fog from an Image captured from Satellite. Gets input of a Satellite Image with Clouds and outputs a predicted landscape without clouds. Demo prototype for my internship at ISRO Hyderabad campus National Remote Sensing Centre. Actual proje…
☆11May 29, 2026Updated 3 weeks ago
Alternatives and similar repositories for Cloud-and-Fog-removal-System-using-Generative-Adversarial-Networks-Satellite-Image-Processing
Users that are interested in Cloud-and-Fog-removal-System-using-Generative-Adversarial-Networks-Satellite-Image-Processing are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Removing cloud cover in Sentinel-2 satellite images using only optical data and a novel augmented training approach using conditional GAN…☆36Dec 19, 2021Updated 4 years ago
- ICIP 2022: CTGAN : Cloud Transformer Generative Adversarial Network (Offical implementation)☆28Jun 23, 2024Updated last year
- This is an implementation of our CVPRW2017 paper "Filmy Cloud Removal on Satellite Imagery with Multispectral Conditional Generative Adv…☆27Oct 26, 2018Updated 7 years ago
- Collection of popular and reproducible works of cloud detection and removal.☆32Aug 16, 2022Updated 3 years ago
- Multimodal and Multiresolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and Benchmark☆84May 20, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ECAI 2023 Oral] PMAA: A Progressive Multi-scale Attention Autoencoder Model for High-Performance Cloud Removal from Multi-temporal Satel…☆26Apr 11, 2026Updated 2 months ago
- CloudGAN: Detecting and removing clouds from satellite RGB-images☆50Dec 19, 2022Updated 3 years ago
- ☆44Jul 27, 2020Updated 5 years ago
- ☆43Oct 11, 2024Updated last year
- DSen2-CR: A network for removing clouds from Sentinel-2 images. This repo contains the model code, written in Python/Keras, as well as li…☆177Jan 26, 2026Updated 4 months ago
- Cloud Removal for High-resolution Remote Sensing Imagery based on Generative Adversarial Networks.☆201Jul 14, 2023Updated 2 years ago
- Using knowledge-guided machine learning to assess patterns of areal change in waterbodies across the contiguous US☆10Mar 28, 2024Updated 2 years ago
- Sentinel-2 Cloud and Shadow Detection using Machine Learning☆19Jul 7, 2020Updated 5 years ago
- A Remote Sensing Image Dataset for Cloud Removal☆51May 11, 2023Updated 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.
- Python 3 package for Fully Convolutional Network development, specifically for cloud masking☆13Sep 28, 2020Updated 5 years ago
- ☆73Dec 26, 2023Updated 2 years ago
- Source code for the paper, "Water Body Extraction from Sentinel-2 Imagery with Deep Convolutional Networks and Pixelwise Category Transpl…☆19Mar 9, 2023Updated 3 years ago
- An algorithm that calculates images of the sky based on light scattering phenomena☆19Oct 12, 2020Updated 5 years ago
- [IEEE JSTARS] Official PyTorch Implementation of "SAR Image Despeckling Using Continuous Attention Module"☆41Oct 25, 2023Updated 2 years ago
- This code provides an easy way to simulate TCSPC image data which includes effect of the IRF, background after-pulsing and laser repetiti…☆11Apr 21, 2022Updated 4 years ago
- This is a cloud detection validation dataset for Sentinel-2A images☆16Oct 19, 2022Updated 3 years ago
- RS-Net is a cloud detection algorithm for satellite imagery☆76Sep 23, 2022Updated 3 years ago
- ☆38Apr 16, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 3D Monte Carlo simulation of light distribution in complex tissue media☆10Jul 8, 2020Updated 5 years ago
- Two kinds of full convolution neural network models based on multi-scale feature fusion for cloud area detection of remote sensing image.☆19May 31, 2020Updated 6 years ago
- High-Resolution Google Earth Image Cloud Detection Dataset☆14Dec 21, 2023Updated 2 years ago
- Looking at melt lakes on Amery Ice Shelf from space.☆13Nov 30, 2020Updated 5 years ago
- Implementation of paper Deep Back Projection Network paper☆10Jul 23, 2018Updated 7 years ago
- Using CNN for reconstruction of images aberrated by atmospheric turbulence☆13Mar 15, 2019Updated 7 years ago
- Unofficial pytorch implementation of the paper "Unsupervised Real-World Super-Resolution: A Domain Adaptation Perspective"☆28Oct 28, 2021Updated 4 years ago
- ☆14Jun 24, 2024Updated last year
- This project aims to perform waterbodies segmentation of Toushka lakes, located in the southern desert of Egypt. The segmentation task is…☆13Oct 2, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Semisupervised Hyperspectral Image Classification Based on Generative Adversarial Networks☆13Dec 4, 2020Updated 5 years ago
- Q. Zhang, Q. Yuan, J. Li, Z. Li, H. Shen, and L. Zhang, "Thick Cloud and Cloud Shadow Removal in Multitemporal Images using Progressively…☆70Oct 13, 2020Updated 5 years ago
- Serviço em Node.js para gerenciamento da produção cartográfica☆10Updated this week
- A robust encoder-decoder architecture for cloud detection from satellite remote sensing images☆12Aug 4, 2021Updated 4 years ago
- SAR -> Synthetic Aperture Radar. This project is based on predicting the accuracy of the testing data set over the training data set usin…☆48Oct 27, 2018Updated 7 years ago
- MATLAB code for Monte Carlo scattering of photons in air or water☆15Oct 29, 2020Updated 5 years ago
- Contain some activations, dropout, BN, LN, Linear, Conv, ConvTranspose, LSTM(LN)☆11Mar 1, 2021Updated 5 years ago