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Roy Ben Avraham's Projects

ams-differential-dc-voltmeter icon ams-differential-dc-voltmeter

Arduino based Automatic Measurement System that can measure voltage and current in the ranges: {-500mV... +500mV}, {-5V... +5V} (changeable)

detection-of-pneumonia-from-x-ray-images icon detection-of-pneumonia-from-x-ray-images

Pneumonia is an infectious disease of the lungs that mainly affects the pulmonary vasculature and causes the oxygen not to pass into the blood. Symptoms usually include a combination of cough, chest pain, high fever and difficulty breathing. Pneumonia is most often caused by a bacterial or viral infection and sometimes by autoimmune diseases. Diagnosis of inflammation is based on performing an X-ray of the chest and blood tests. During this period of the corona virus (Covid-19) whose patients are in a higher risk group to develop pneumonia the importance of accuracy and decoding time of the test increases. In light of this period there is a high increase in patients and therefore a quick and accurate solution is needed to decipher the X-rays. This project presents a solution for deciphering photographs using Deep Learning technology. This solution brings results almost in real time and with an accuracy of over 90% and thus will be used to reduce the load of radiologists who decode a lot of photographs of patients. The mechanism will "learn" from a pre-existing X-ray database of healthy and sick people (the training set), using the CNN (Convolutional Neural Network) algorithm we "taught". He will know how to classify new x-rays that he has never encountered (test set) and determine if there is a presence of pneumonia in the photo.

engine-speed-control icon engine-speed-control

The device detects the difference between the given engine speed and the speed desired by the user.

happy-birthday-melody icon happy-birthday-melody

Using Arduino Uno a speaker and bunch of leds & jumper wires you can create a nice birthday gift.

ldr icon ldr

How to control LEDS with LDR sensor.

paramiko icon paramiko

The leading native Python SSHv2 protocol library.

qml icon qml

Quantum Machine Learning - Codes for the paper graphs

quantumfulladder icon quantumfulladder

Implementing Full Adder using QISKIT and IBMQ infrastructure for computation

vhdl_project icon vhdl_project

System that takes (synchronic - serial) data blocks and computes statistics - minimum,maximum,average,median and number of errors in communication for each data block

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