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.
Wikipedia Page Creation for Company Category: Article Writing, Copywriting, Editing, Ghostwriting, Research, Technical Writing, Wikipedia, Writing Budget: $250 - $750 USD
24-Dec-2025 10:59 GMT
Industrial Property Development Business Plan Category: Business Analysis, Business Development, Business Plan Writing, Business Plans, Financial Analysis, Financial Modeling, Market Research, Project Management Budget: $15 - $25 USD
Customer Contact Data Spreadsheet Entry Category: Data Analysis, Data Cleansing, Data Management, Data Processing, Excel, Google Sheets, Word Budget: $30 - $250 CAD
SEO Auditor Category: Growth Hacking, SEO Auditing Budget: $30 - $250 AUD
24-Dec-2025 10:51 GMT
Convert 2D Logo to 3D Category: 3D Animation, 3D Art, 3D CAD, 3D Design, 3D Graphic Design, 3D Logo, 3D Modelling, 3D Printing, 3D Rendering, 3D Visualization Budget: $30 - $250 AUD
Enterprise Platform UX Design and Front End Pre-Alpha Category: Figma, Graphic Design, Mobile App Development, Product Design, User Experience Research, User Interface / IA, User Research, UX / User Experience, Web Design Budget: $30 - $250 USD
