Computer Vision

ASL Recognition with deep learning

Build a convolutional neural network to classify images of letters from American Sign Language

Handwritten Kannada Alphabets Image Dataset

This page has detail explanation of building a handwritten Kannada alphabets image dataset.

Real Time Face Mask Detection System

This project combines the face identification and mask detection techniques

Naive Bees - Deep Learning with Images

Building a deep learning model (CNN) that can automatically detect honey bees and bumble bees in image

Naive Bees - Predict Species from Images

Build a model that can automatically detect honey bees and bumble bees in images using PCA and SVM

Naive Bees - Image Loading and Processing

A Datacamp project - Load, transform, and understand images of honey bees and bumble bees in Python

Brain Computer Interface to Assistive Robots

Able-bodied humans express and communicate their needs and ideas with each other through the exchange of verbal and non-verbal information. However, those with neuromuscular disorders, either inherited or acquired by other factors, have high needs …

Mobile Document Scanner

A simple document scanner implemented using OpenCV and python

EigenDigits - Eigenspace classification of Hand-Written Digits

We classify the MNIST dataset i.e., digits from 0-9 using PCA for Dimensionality reduction and kNN as classifier and also we show the relationship between number of training images and classification accuracy.

Double Handed Indian Sign Language

Implementation and building a Double Handed Indian Sign Language database