Ahmed Mansour's repositories
-Arabic-Handwritten-Characters-Recognition
recognize and classify images of handwritten Arabic characters using Convolutional Neural Network with light weight footprint.
-Sudoku-solving-agent-
Using constraint propagation to apply naked twins strategy to solve sudoku
Adversarial-Game-Playing-Agent
Artificial Intelligence Agent that uses adversarial search techniques to play knights Isolation
anvil_machine_learning_colab
control the training of machine learning models on colab by creating user interface on anvil to control the hyper-paramters and get the results back
AspNetCore.Docs
Documentation for ASP.NET Core
large_satellite_images_semantic_segmentation-using_shai_method
semantic segmentation inference on large satellite images using Sahi method and mmsegmentaion model and saving the prediction as georeferenced files using GDAl libraries
semantic-segmentation-inference-on-large-satellite-images-
semantic segmentation inference on large satellite images using Sahi method and mmsegmentaion model and saving the prediction as georeferenced files using GDAl libraries
Spark_ML_Text_Classifier
classification of tweeter users to lonely and not lonely based on their activity, tweets, follower count...etc
Covid-19-Visualization
In this project, for every country I visualize different statistics of the covid-19 data in the period from Jan 2020 to Dec 2020. here are the features that the project provide: • customer can select country to visualize it's data. • on the right are chart to display new cases, new deaths, new recovered on daily basis. • on the left, charts display global statistic for the covid-19 data during the whole period. for this project I used dash with plotly to make the dashboard dynamic.
Flicker-new-photos-app
android app that download recent photos from flicker and provide search functionality
Forward-Planning-Agent
agent that performs progression search to solve planning problems
handwriting-ocr
OCR software for recognition of handwritten text
mmdetection_detectron2_instance_segmentation
Training and evaluating different varients of Mvitv2, Mask2former and VitDet for palm trees instance segmentation using the detectron2 and mmdetection
Part-of-Speech-Tagging
hidden Markov model for part of speech tagging
seoul-bike-rental-ai
predict hourly rented bikes of seuol city using random forest and xgboost
stereo_vision_tracking_using_ground_plane_homography_and_km
stereo vision tracking of people using ground plane homography and sort tracker
techniques
Techniques for deep learning with satellite & aerial imagery