A Deep Learning-powered tool that maps rooftop solar potential by extracting building footprints from satellite imagery using a ResNet50-U-Net model

Agro-Vision – Multilingual AI Dashboard for Indian Farmers | Crop Health, Weather, Market Prices | AgriTech + AI | NDVI Satellite Integration

AI-powered Help Bot that makes satellite data on MOSDAC easily searchable using natural language.

Fuses 2 low-resolution satellite frames (128×128) into a high-resolution image (384×384) using dual-branch SRCNN trained on 594 ESA PROBA-V scenes. Achieves PSNR 41.93 dB, SSIM 0.9633, NIQE 11.77 with blind-reference Spearman correlation of 0.82. Built for ISRO Bharatiya Antariksh Hackathon 2025 PS-12.

MA SOUMISSION

A native, cloud-ready 4-phase lunar mission control dashboard.

This project was built as a part of the ISRO Bharatiya Antariksh Hackathon - 2024. This project proposes a novel windowing method to detect minor craters and boulders in ISRO's PSD4 formats which are nearly of 1Mx1M resolution in an efficient manner

Real-time solar flare nowcasting & forecasting using Aditya-L1 SoLEXS + HEL1OS multi-band fusion for ISRO Spectrum Hackathon

ISRO-BAH

Physics-informed AIML and geospatial decision-support system to identify urban heat hotspots, quantify microclimate heating drivers, and run optimized scenario-based cooling interventions for urban heat island mitigation.

This is repository where we are testing our custom loss function on imbalanced earth satellite data

Bharatiya Antariksh Hackathon by ISRO, hosted by Hack2Skills.

Spatiotemporal Generative Modelling Using Latent Disffusion Models on Insat Dataset. Team ~ noisynebula