Ahmed Mokhtar's repositories
Player_tracking_project
Using image processing techniques to detect then tracking football (soccer) players in real-time.
CVND_Localization_Exercises
Notebooks for learning about object motion and localization methods in the last section of CVND.
Facial_Keypoints_Detection
Defining and training a convolutional neural network to perform facial keypoint detection, and using computer vision techniques to transform images of faces.
Image_Captioning
This project created a neural network architecture to automatically generate captions from images. By using the Microsoft Common Objects in COntext (MS COCO) dataset to train your network, the network is then tested on novel images.
Landmark_Detection_and_Robot_Tracking_SLAM
Implement SLAM, a robust method for tracking an object over time and mapping out its surrounding environment, using elements of probability, motion models, and linear algebra.
modern-algorithms-for-image-proc
Source code for 'Modern Algorithms for Image Processing' by Vladimir Kovalevsky
P1_Facial_Keypoints
First project for CVND: facial keypoint detection.