El Mehdi TAFIK's repositories
Covid19-Prediction
This projects includes both back-end (Keras, Flask with dependencies) and front-end/deployement (HTML, CSS, JS) parts. The project perform Covid-19 classification from chest X-Rays images using Transfer Learning (VGG16) with automated image pre-processing and internal procedures. The final accuracy of the model is approximately 93%.
ClientServerCrypto
server that transmits a “secret” to an existing client.
DroneNavigation
3D trajectory following simulation for a quadrotor.
FacteurSolaire
Solar Factor Calculation
GitHubGraduation-2021
Join the GitHub Graduation Yearbook and "walk the stage" on June 5.
Harris-Corner-Detection
Harris Corner Detector is a corner detection operator commonly used in computer vision algorithms to extract corners and infer features of an image.
MultiAtlas-Brain-MRI-Segmenation
A High-Resolution and High-Constrast 7T MRI template to segment Deep Grey Nuclei (on MP2rage T1map).
RL-CartPole
Reinforcement learning (DQN) approach to OpenAI Gym's CartPole environment.
SIFT-Image-Matching
Implementation of SIFT algorithm in python using OpenCV for image similarity.
Stereo-Visual-Odometry
C++ implementation of stereo visual odometry algorithm using a pair of calibrated cameras. KITTI dataset is used for evaluation. In the KITTI dataset the ground truth poses are given with respect to the initial frame of the camera.
ThermalCalculation
Thermal calculations for insulated glazing
yolov7-obb
YOLOv7 with Oriented Bounding Boxes (OBB) (In progress ...)