I have a project about "Flood Detection", I'm trying to copy the method of "Deep-Learning Integration of CNN–Transformer and U-Net for Bi-Temporal SAR Flash-Flood Detection" which is published paper 2025 by Abbas Mohammed Noori.
what I did until now : I downloaded SAR Images from Copernicus: all from Sentinel-1, IW, Level1, VH, 10m. SAR Image for Pre-flood: 17 Nov 2022. SAR Image for Post-flood: 29 Nov 2022.
I obtained two GroundTruths from "GFM" Global Flood Monitoring, one for the pre-flood period on 17 Nov 2022. And the other one for Post-flood: 29 Nov 2022.
I performed the preprocessing for SAR images using SNAP.
I will share with you: 1. SAR images. 2. Ground truths. 3. Code for doing dataset patches, Training, Testing. 4. The paper that I'm trying to follow it's method. 5. Jeddah city DEM. 6. Jeddah city Shapefile.
What I need: I need a Prediction Flood Map with high Accuracy.
Please fix my code!
The due date is Thursday!
Please follow the instructions in the paper!
I need someone with extensive experience in Deep Learning for satellite images.
Customer Data Entry in Sheets Category: Copy Typing, Data Analysis, Data Cleansing, Data Entry, Data Management, Data Processing, Excel, Google Sheets Budget: ₹750 - ₹1250 INR
YouTube Vlog Editor & Uploader Category: After Effects, Audio Editing, Post Production, SEO, Video Editing, Video Production, Videography, YouTube Budget: ₹1500 - ₹12500 INR
Vidéos d’annonce jackpot poker Category: 2D Animation, 3D Animation, Adobe Animate, After Effects, AI Animation, Animation, Graphic Design, Video Production Budget: $30 - $250 USD
Instagram Brand Story Video Editing Category: Adobe Premiere Pro, Audio Services, DaVinci Resolve, Final Cut Pro, Video Editing, Video Post Editing, Video Production, Voice Talent Budget: $30 - $250 CAD
28-Feb-2026 04:53 GMT
Responsive WordPress Education Center Site Category: Elementor, HTML, Payment Gateway Integration, PHP, SEO, Web Development, Web Design, Website Optimization, WordPress Budget: $250 - $300 USD
28-Feb-2026 04:53 GMT
Rebuild AI E-Commerce Site Category: ECommerce, HTML, Payment Gateway Integration, PHP, Shopify, Web Development, Web Design, WooCommerce Budget: $30 - $250 AUD
28-Feb-2026 04:52 GMT
Fully Managed AI-Based Avatar Creation Category: AI Agents, AI Animation, AI Art Creation, AI Chatbot, AI Content Creation, AI Development, AI Model Development, Content Strategy, Management, System Admin Budget: $10 - $30 AUD
28-Feb-2026 04:51 GMT
Migrate Hestia Site to Ubuntu Category: Database Management, LAMP, Linux, MySQL, Nginx, System Admin, Ubuntu, Web Development, Web Hosting Budget: ₹400 - ₹750 INR
28-Feb-2026 04:50 GMT
Dogeball Fundraiser Site Updates Category: Blog Writing, Content Creation, Content Management System (CMS), Copywriting, Elementor, HTML, PHP, Web Design, WordPress Budget: $15 - $25 USD
