AliKalifaMahjoub

AliKalifaMahjoub's Stars

• mohamedamine99/mohamedamine99

  5

• mohamedamine99/MNIST-Digits-and-Fashion-CNN-image-classifiers

  This project is a MNIST Digits and Fashion CNN image classifier.

  Language:Jupyter Notebook2

• mohamedamine99/Ninja-Fruit-Like-Game-with-hand-gesture-and-opencv

  Language:Python4

• mohamedamine99/Virtual-Painter-Using-OpenCV-and-Hand-Detection

  Language:Python2

• mohamedamine99/Sensor-data-visualization-with-esp32-and-python

  This projects consists of sending DHT11 sensor data acquired on a esp32 board and visualizing the data with a python script using matplotlib

  Language:Python6

• mohamedamine99/Neural-Network-from-scratch

  This project involves creating a Neural Network from scratch, which would have provided an understanding about the fundamental concepts behind neural networks and the implementation of these concepts in code, as well as experience in designing, training and evaluating machine learning models from scratch.

  Language:Python4

• mohamedamine99/INTEL-landscape-classification

  This is an image classifier of Natural Scenes around the world.

  Language:Jupyter Notebook2

• mohamedamine99/My-pipeline-for-data-preprocessing-for-image-classification-tasks

  Data collection and preprocessing: This includes collecting a large dataset of labeled images, and then preprocessing the images by resizing, normalizing, and augmenting them to ensure that the model is not overfitting.

  2

• mohamedamine99/Birds-450-species-image-classification

  This project is an image classification task of 450 bird species using the MobileNetV2 architecture.

  Language:Jupyter Notebook4

• mohamedamine99/Facial-recognition-with-dlib

  This project uses dlib library to detect and identify faces from images

  Language:Jupyter Notebook51

• mohamedamine99/Real-time-facial-recognition-with-python-dlib

  This project uses the dlib library for facial recognition and the OpenCV library for webcam and video processing. Feel free to use and modify the code for your own projects!

  Language:Python51

• mohamedamine99/Keras-CNN-cats-vs-dogs-image-classification

  This project is an image classification project using a deep-learning based on Convolutional Neural Networks (CNNs) with Keras. The Dogs vs. Cats is a classic problem for anyone who wants to dive deeper into deep-learning.

  Language:Jupyter Notebook71

• mohamedamine99/Transfer-Learning-with-MobileNetV2-for-Cats-vs-Dogs-Image-Classification

  This project is an image classification project based on a transfer learning approach using with MobileNetV2 architecture.

  Language:Jupyter Notebook4

• mohamedamine99/Visualizing-what-convnets-learn

  This Github repository explains the impact of different activation functions on CNN's performance and provides visualizations of activations, convnet filters, and heatmaps of class activation for easier understanding of how CNN works.

  Language:Jupyter Notebook7

• mohamedamine99/YOLOv3-simple-object-detection

  This GitHub repository showcases simple object detection using YOLOv3 and Tiny YOLOv3 models on images and videos.

  Language:Jupyter Notebook5

• mohamedamine99/YOLOv5-object-detection

  This GitHub repository showcases simple object detection using different YOLOv5-based models on images and videos.

  Language:Jupyter Notebook5

• mohamedamine99/Object-tracking-and-counting-using-YOLOV8

  This repository contains the code for an object detection, tracking and counting project using the YOLOv8 object detection algorithm and the SORT (Simple Online and Realtime Tracking) algorithm for object tracking. The project has been implemented using object-oriented programming principles in Python.

  Language:Jupyter Notebook4914

• mohamedamine99/YOLOv8-Object-Counter

  Language:Python5

• mohamedamine99/YOLOv8-custom-object-detection

  This repository showcases the utilization of the YOLOv8 algorithm for custom object detection and demonstrates how to leverage my pre-developed modules for object tracking and counting tasks.

  Language:Jupyter Notebook243