sumitkutty Goto Github PK

advancedregression-house-prices

This project is a regression problem done as a part of the Kaggle competition.

anti-spoof-face-recognition

Anti-Spoof Face Recognition system based on ResNet-34 network, using OpenCV, DLIB, IMUTILS.

deep-image-matting

Deep Image Matting

face-mask-detection

Face Mask Detection Using MobileNet, Transfer Learning, CNNs, OpenCV, and imutils.

flight-price-prediction

An Implementation of a regression problem containing aspects of feature importance, feature engineering, model training and tuning.

gender-recognition

A demonstrative Deep Learning project involving CNNs and OpenCV and Image Processing.

glassdoor-salary-prediction

A deep dive into rigorous data cleaning, feature selection, feature engineering, predictive modelling, model boosting and tuning.

image-blending

A project on image blending using various image processing techniques like image segmentation, pre-processing, contour detection etc.

image-captioning

ipl-score-prediction

An exploration of an interesting dataset, which contains explicit records of hundreds of IPL matches.

ml-model-deployment-1

Deployment of a machine learning model using Flask and Heroku.

ml-model-deployment-2

Deployment of a machine learning model using Streamlit and Heroku.

object-detection-duo

Object Detection Model to detect person and car

product-detection

An Object Detection model to detect products on shelf using Tensorflow

reactapp

Set up a CI pipeline with travis-ci and deploys a containerized web application to AWS Elastic BeanStalk

respondent-group-classification

6-class classification problem on a large dataset using machine learning.

rnn-scratch-demo

A demo to build a from scratch simple RNN to predict the nationality of a person given a name

sparks-foundation-internship

The projects are a part of the internship by The Sparks Foundation

sumitkutty

Config files for my GitHub profile.

terrorism-analysis

An insightful exploration of the dataset from the Global Terrorism Dataset. This project was part of the internship with The Sparks Foundation.

tgs-image-segmentation

Semantic Segmentation of seismic images of Salt and Sediment Classes

titanic-a-machine-learning-disaster

A simple implementation of the famous titanic dataset from Kaggle competition.

todoapp

APi to create and manipulate a SQLite3 database

transformer-encoder

Implementation of the encoder of the transformer architecture.

yolo-sort

An implementation of object tracking coupled with object detection to detect and track people in CCTV footage.