Ahmed Mansour (aa2051995)

aa2051995

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Ahmed Mansour's repositories

-Arabic-Handwritten-Characters-Recognition

recognize and classify images of handwritten Arabic characters using Convolutional Neural Network with light weight footprint.

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-Sudoku-solving-agent-

Using constraint propagation to apply naked twins strategy to solve sudoku

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Adversarial-Game-Playing-Agent

Artificial Intelligence Agent that uses adversarial search techniques to play knights Isolation

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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

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AspNetCore.Docs

Documentation for ASP.NET Core

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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

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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

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Spark_ML_Text_Classifier

classification of tweeter users to lonely and not lonely based on their activity, tweets, follower count...etc

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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.

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Flicker-new-photos-app

android app that download recent photos from flicker and provide search functionality

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Forward-Planning-Agent

agent that performs progression search to solve planning problems

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handwriting-ocr

OCR software for recognition of handwritten text

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mmdetection_detectron2_instance_segmentation

Training and evaluating different varients of Mvitv2, Mask2former and VitDet for palm trees instance segmentation using the detectron2 and mmdetection

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Part-of-Speech-Tagging

hidden Markov model for part of speech tagging

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seoul-bike-rental-ai

predict hourly rented bikes of seuol city using random forest and xgboost

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stereo_vision_tracking_using_ground_plane_homography_and_km

stereo vision tracking of people using ground plane homography and sort tracker

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techniques

Techniques for deep learning with satellite & aerial imagery

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