Arun Pandian R ⚡️
Dev Projects 👨🏽‍💻
Chest Radiography Diagnosis for COVID-19

Chest Radiography Diagnosis for COVID-19
Research

Deep CNN based models for classification of Chest X-Ray Radiography images and localisation of abnormal lung legions

FastAPI
Fast R-CNN
PyTorch
SkywatchAI

SkywatchAI

A full stack facial recognition and verification suite along with database integration deployed as API Server

MTCNN
FaceNet
FastAPI
DuoPair Bluetooth

DuoPair Bluetooth

Tool to enable and sync bluetooth devices pair easily on an Dual Boot/Multi-Boot machine.

Python
Bash
Powershell
Melanoma Classification

Melanoma Classification
Kaggle

Proposed a stacked architecture consist of EfficientNet and ResNets for SIIM-ISIC Kaggle Completion. Finshed in top 40%

PyTorch
XLA TPU
Albumentation
Sentiment Analyser

Sentiment Analyser

LSTM based NLP model that classifies and segment social media interactions into different sentiments for making analysis

Tensorflow
React.js
LSTM
Digit Recognizer

Digit Recognizer

It's my first step into learning machine learning. LeNet inspired CNN Architecture model designed to do multi class classification with 99% benchmark accuracy

Tensorflow
React.js
LSTM
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