GIS based Image segmentation and analysis of rooftop for Landsat-8 or Sentinel-2 data

GIS based Image segmentation and analysis of rooftop for Landsat-8 data

- I am looking for a freelancer who can work on a project that involves GIS based image segmentation and analysis of rooftop using Landsat-8 satellite data. (if needed Sentinel 2 data).
- The project requires expertise in remote sensing, image processing, computer vision, deep learning, GIS and Google earth engine.
- The ideal candidate should have experience in working with Landsat-8 satellite data and be familiar with techniques for image segmentation and timeseries analysis.
- The project involves focusing on a specific geographical area, as the client has a specific location in mind.
- The main purpose of this project is not specified, but it is related to analysing specific conditions from images and further predictions.
- The freelancer should be able to effectively analyze the rooftop structures in the given satellite images and perform image segmentation and added augmentation to identify and classify different types and analyse the rooftop areas.
- The deliverables for this project would include the segmented images, analysis results, a csv/dataframe having all features and findings jotted down and a report summarizing the findings including charts and graphs and for model validation as well.
- The timeframe for the project is by 11th of September, so that we can also add some final editings into the project.
- The client is open to discussing the project requirements and scope in more detail.
- The client wants to sit down together on e-meet to perform this task together, faster and with more clarity without any laidback.