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ahmed3abdelrahim's Projects

dry-beans-classification-competition icon dry-beans-classification-competition

It's simple. You are given a set of features extracted from the shape of the beans in images and it's required to predict the type of each bean. There are 7 bean types in this dataset

head-pose-estimation icon head-pose-estimation

head pose estimation means detecting the position of a human head in the image. Particularly, it means detecting the head’s Euler angles – yaw, pitch and roll. They define the object’s rotation in a 3D environment. If you make the right prediction about these three, you’ll find out which direction the human head will be facing.

numerical-optmization-techniques icon numerical-optmization-techniques

Implement some optimization techniques like (Batch - Mini Batch - Stochastic - Momentum based - Nestrove accelerated - Adagrad - Rmsprop - Adam - Adam with mini batch for multivariable) from Scratch using python

yolov7 icon yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

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