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.
Interactive Task Tracker Development Category: Android, Frontend Development, IPhone, JavaScript, Mobile App Development, PHP, React.js, UI / User Interface, UX / User Experience, Web Development Budget: $30 - $250 USD
02-Oct-2025 22:03 GMT
Seven-Day Charity Promotion Category: Content Creation, Content Strategy, Digital Marketing, Facebook Marketing, Fundraising, Instagram Marketing, Research Writing, Social Media Management, Social Media Marketing, Social Networking Budget: $10 - $30 CAD
Quick Webinar Highlight Reels Editor Category: Adobe Premiere Pro, After Effects, Comedy Writing, DaVinci Resolve, Final Cut Pro, Video Editing, Video Post Editing, Video Services Budget: $30 - $100 AUD
Comprehensive Social Media Management & Content Creation Category: Content Creation, Digital Marketing, Facebook Marketing, Graphic Design, Internet Marketing, SEO, Social Media Management, Social Media Marketing Budget: $250 - $750 USD
Fun Vlog Video Editing for my brand Category: Adobe Premiere Pro, After Effects, Animation, Audio Editing, DaVinci Resolve, Final Cut Pro, Sound Design, Video Editing, Video Post Editing, Video Production Budget: ₹600 - ₹1500 INR
