River ice segmentation with deep learning
A collection of datasets and neural networks for microorganism image classification
Deform adaptive UNet for medical image segmentaion
Recognize melanoma with convolutional neural networks
AI-powered cardiac MRI analysis using U-Net segmentation + CNN classification with Grad-CAM explainability (98.26% accuracy). Flask web app with dark medical dashboard.
RoadX — controlled comparison of 4 deep segmentation architectures for road extraction from satellite imagery. 0.985 OSM-validated correctness; basis of a first-author IEEE paper under review. Live demo on HF Spaces.
U-Net image & video inpainting on CelebA (PSNR 27.52 / SSIM 0.923).
Obstacle and free-space detection system for drones
our team techtitans was developed this project in order to help xp children using IA
3D U-Net pipeline for synthetic-to-real seismic fault segmentation, evaluation, and visualization.
Two-stage US West Coast wildfire prediction: XGBoost ignition (ROC-AUC 0.78) + U-Net spread (matches NDWS). Live GEE pipeline + dashboard.
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