Harshil Jhaveri's Projects
Transfer learning using Inception Net and Xception Net for classification, Conv. autoencoder for embeddings generation and Mask R-CNN for instance segmentation
Classification of the traditional CIFAAR-10 dataset from scratch in Python using only Numpy.
We created a web application for classification of any number of images and one click retraining. We also provided a playground with all the tools to make your own model and train it. Also extending the scope of our model, we created an image captcha generator to verify bot intervention where all our verified images are provided by our pre-trained model. Also since most images in our dataset are collected by crowd sourcing we have implemented an MD5 hash algorithm based duplicate image remover to prevent overfitting by removing duplicate images
We have trained our models using datasets on diseases like breast cancer, kidney problems,diabetes and pneumonia that gives a prediction based on an input using a conversational chatbot whether or not a patient is susceptible to that disease.
Mirror of Apache Knox
Created a system for managing single use plastics by rolling out options to customers like an AI Chatbot,ML and CV based class. of the plastic type, Ethereum transfer to plastic donors, Amazon Affil. API for plastic alts, leaderboard for innovators
An attempt at combining various features of professional networks such as posting updates on new tech in the market combined with an option to upload codes
List of resources to get started with software development.
Customized one stop portal for the needs of both the NGO and the Citizens who wish to volunteer.Emotion AI used to judge tweets that call for help, OpenCV for analysing events from their pictures, WebRTC for remote video based volunteering and Ethereum transfer to top volunteers of the month. Powered by an easy UI and interactive experience.
The official DJ Unicode Website.