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Babak V-Ghaffari
Ph.D., M.Eng., B.Eng., A.Eng.
Sample Projects
Computer Vision & Machine Learning
Anchor 3
Multimodal Modeling - 2024
Visual Question Answering
Action Recognition -2023
For Video Streaming
Object Tracking from Drone Videos - 2023
User selected object
Emotion Detection -- 2018
Tensorflow - Transfer Learning - CNN -
VGG16
Eye Gazed Controlled Keyboard -- 2017
OpenCV - Dlib - GUI
X-Ray Pneumonia -- 2017
Keras - Transfer Learning -
VGG16
Video Stabilization -- 2015
Point Feature Matching -OpenCV
Geometric transformation with Moving Camera -- 2016
2020 - Face Mask Detection
Face Landmark App -- 2018
OpenCV and Mediapipe
Dehazing image -- 2014
Dark Prior Channel
Pose Estimation - 2019
License Plate Localization -- 2010
Face Detection -- 2016
Pytorch - Transfer Learning -
DenseNet121
Sensor Fusion & Embedded Systems & IoT
Anchor 2
PCB Board Design - 2022
IoTechLuxe
LiDAR Obstacle Detection -- 2020
Sensor Fusion
ADAS - Time-To-Collision -- 2020
Sensor Fusion - Camera
Radar - Target Detection -- 2020
Sensor Fusion
InfraRed (IR) Remote Control -- 2020
Sensor
InfraRed (IR) Remote Home Appliance -- 2019
Sensor
Autonomous car -- 2019
Ultrasonic Distance Sensor
Bluetooth Remote Control -- 2019
MIT App Inventor
Dual Axis Solar Tracker -- 2016
Dye-sensitized Solar Cell
Data Science & Data Analysis & Vizualization
data
Capstone Project - Loan -- 2019
EDA + Catboost model
Covid 19 - Dashboard -- 2021
Tableau
COVID 19: Recovered World Map -- 2021
Tableau
Covid 19 article -- 2020
Overview
NLP -- 2020
Sentiment Analysis
Capstone Project: Bike Sharing -- 2020
Compare different time series modeling techniques
NLP - Text Generation -- 2019
LSTM Recurrent Neural Network - Keras
ChatBot -- 2020
Biological Images Processing & Computational Biology
Medical Image Web App - 2023
From Scratch
Confocal Microscopy Images - 2019
Automation of Image Processing
Cryo-EM Image Processing -- 2020
X-Ray Images -- 2020
Interpretability of Images
Cochlear inner hair cells -- 2019
MRI Data - Automatic Atrium Segmentation -- 2023
3D Image Reconstruction -- 2023
CT Data - Automatic Lung Tumor Segmentation -- 2023
Nonlinear Mathematical analysis of Neural Behavior -- 2014
Geometrical Singular perturbation Theory
Hearing Loss -- 2018
Patch Clamp & Cell Culture
Linearization of Neural Behavior -- 2015
RLC circuit of neurons
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