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karim fathallah's Projects

aerq icon aerq

Indoor air quality monitor

automatants icon automatants

All scripts of my trainings for the AI association of CentraleSupelec : "Les Automatants"

coffeehouse icon coffeehouse

Full-Stack Frameworks with Django Milestone Project- Code Institute

cours2018-intro_aux_reseaux_de_neurones icon cours2018-intro_aux_reseaux_de_neurones

Matériel rédigé pour un cours/td de 23h d'introduction aux réseaux de neurones à l'intention élèves de Master 2 en statistiques (automne 2018, Université de Lille, Département de Mathématiques).

daraja icon daraja

Daraja API tutorial using django/python in backend and React Native on frontend

edge icon edge

LoRaWAN Camera with STM32WLE5JC & OV7670 :camera:

fire-detection icon fire-detection

Fire detection using customized basic CNN and InceptionV3 model.

forest-fire-area-prediction icon forest-fire-area-prediction

This project aims to predict the burned area of forest fires in the northeast region of Portugal, using meteorological and soil moisture data.

forest-fire-prediction-2 icon forest-fire-prediction-2

Project for Predicting Algerian Forest Fires and Fire Weather Index Using Machine Learning with Python.

forestfireprediction icon forestfireprediction

Forest FirePrediction using Machine learning. Based on the logistic regression classifier the model has been trained to predict the occurance of forest fire.

forestfiresprediction icon forestfiresprediction

Using the following 4 Methods: (1) Support Vector Regression, (2) Decision Trees, (3) Random Forest, (4) 3-layer dense Neural Network , I will try to show the relative performance of each method to predict forest fires from the dataset available at the UCI Machine Learning Repository

geodjango-hospitals-api icon geodjango-hospitals-api

A GIS based REST API built with Django, Docker, Nginx, Django Rest Framework and more.... 🐍 🔥

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