Pinned Repositories
AerialSeg
This repository provides an implementation of semantic segmentation for road networks using PyTorch and the U-Net architecture. It focuses specifically on processing aerial images from the Massachusetts dataset.
awesome-gee-community-datasets
Community Datasets added by users and made available for use at large
Cpp_
EuroSat
Land Use /Land Cover Classification using PyTorch with the RGB EuroSat Dataset
Iteru
Iteru: Continuous Monitoring of GERD Reservoir using Google Earth Engine API and Sentinel-1 SAR Imagery
IteruApp
A Google Earth Engine-Based Interactive Web Application for Continuously Monitoring the GERD Reservoir in Ethiopia Using Sentinel-1 SAR GRD, iteru, and geemap.
PyTorch4CV
This repository contains a collection of computer vision projects implemented using PyTorch. I developed it for the purpose of learning and practicing computer vision concepts and techniques, and acquiring hands-on experience with PyTorch.
s1s2_water
S1S2-Water: A global dataset for semantic segmentation of water bodies from Sentinel-1 and Sentinel-2 satellite images
SAR2Optical
This repository hosts a collection of experiments aimed at testing the effectiveness of transcoding Synthetic Aperture Radar (SAR) imagery to optical ones. The focus of these experiments is on solving the challenge of waterbody extraction in arid regions posed by the similarity of the intensity values of waterbodies and sand landcover in SAR image
waterseg
This project aims to perform waterbodies segmentation of Toushka lakes, located in the southern desert of Egypt. The segmentation task is achieved using the PyTorch framework and the U-Net architecture.
MuhammedM294's Repositories
MuhammedM294/KITTI_visual_odometry
Tutorial for working with the KITTI odometry dataset in Python with OpenCV. Includes a review of Computer Vision fundamentals.
MuhammedM294/pyscaffold-demo
📽 Demonstration of initial project structure generated by PyScaffold
MuhammedM294/python-visual-odometry
Python implementation of Visual Odometry algorithms from http://rpg.ifi.uzh.ch/
MuhammedM294/ThinkBayes
Jupyter Notebooks derived from Allen Downey's book Think Bayes.
MuhammedM294/Udacity-Sensor-Fusion-Nanodegree
Course projects for the Sensor Fusion Nanodegree program on Udacity.