denathayalan Goto Github PK

atac-annotation-benchmark

scripts for manuscript 'benchmarking automated cell type annotation tools for single-cell ATAC-seq data'

autosar-com-stack

Autosar based ADAS application (graduation project)

autosar-ethernet-stack-

autosar-memory-stack

Sprints AUTOSAR

c-v2x

Analytical Models of the Performance of C-V2X Mode 4 Vehicular Communications

carnd-advanced-lane-lines

AI project to demonstrate different feature extraction methods over the previous basic lane line detection project

cnn_cloth_classification

Classifying cloths using CNN in Tensor flow

connected-car-python-sdk

Open-source Python SDK for Ford vehicles connected with Sync Connect (Ford Pass)

denathayalan

Config files for my GitHub profile.

driver-fatigue-detection-system

drowsiness detection

driver-sleep-detection-face-eyes-mouth-detection

As part of my thesis project, I designed a monitoring system in Matlab which processes the video input to indicate the current driving aptitude of the driver and warning alarm is raised based on eye blink and mouth yawning rate if driver is fatigue. It is implemented using Viola-Jones and Sobel techniques for facial features detection.

electric-vehicle-rebate

A statistical analyses of the NYSERDA Electric Vehicle Rebate Program dataset from the NYS Data center.

electric-vehicle-route-planning-on-google-map-reinforcement-learning

User can set up destination for any agent to navigate on Google Map and learn the best route for the agent based on its current condition and the traffic. Our result is 10% less energy consumption than the route provided by Google map

equiv-circ-model

An equivalent circuit model (ECM) for a battery cell, module, and pack

evac

Electric Vehicle Assisted Charging (EVAC) - Recommending the best locations for implementing electric vehicle charging infrastructure

fatigue-detection-system-based-on-behavioural-characteristics-of-driver

A computer vision system made with the help of opencv that can automatically detect driver drowsiness in a real-time video stream and then play an alarm if the driver appears to be drowsy.

ghc-data-annotation-workshop

2022 GHC Level Up Lab: Use Open Source Tool to Simplify & Automate Video/Image Labeling Process

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

lanedetection

lstm-based-capacity-estimation-of-lithium-ion-battery-for-electric-vehicles

Long Short Term Memory(LSTM)

mec

MyEnergi Client API and Management tools.

open-ev-data

Previously Open Dataset of Electric Vehicle specs. Now part of the Chargeprice API!

openvino-age-gender-face

face detection - age gender

openvino-emotion-recognition

Python script to using neural compute stick 2 to recognize emotions

osek

These are the OS files in the AUTOSAR Stack my gradution project.

pypika

PyPika is a python SQL query builder that exposes the full richness of the SQL language using a syntax that reflects the resulting query. PyPika excels at all sorts of SQL queries but is especially useful for data analysis.

r-programming

Dimension reduction in R on real data analyzing what are the factors that influence electric vehicle buying choices

semi-automated-annotation-of-vehicular-data

Semi-Automated annotation of vehicular data

skywatcher

Automated Training Data Annotation for Aircraft

smart_charging_of_electric_vehicles

Smart charging of electric vehicles for maximizing PV self-consumption using Deep Reinforcement Learning. Data preprocessing was done with Pandas, data visualization with Matplotlib and Seaborn, matrix manipulation with Numpy, unit testing with the Unittest python library and neural network training and testing with Keras.