We use CNN to extract features and RNN is used to generate proper sentences. This method combines the mostly used networks for vision and language models. These can be pre-trained on larger corpora and thus can take advantage of additional data. Finally, it yields significantly better performance compared to the some of the similar approaches.

Languages: Python, Keras, CNN, RNN

A secure web portal for the users to file the criminal activities they witness to their nearby Police Department. The department will then be able to see all the cases file with the capability of updating the status, adding evidence details and criminal details. User is notified through email and sms if any update to the case is made. Face recognition feature for the Criminal Face record data is still under construction.

Languages: HTML5, CSS3, Javascript,MySQL, Php, Ajax.

A better and more efficient algorithm for the roads traffic management than the one used by Google Maps (Dijkstra Algorithm). It uses a Congestion factor that find the quickest route of travel.

Languages: C++

A more secure Captcha Recognition System using Hand gestures for more secure environment where security is major concern.

Languages: Python, OpenCV, CNN

A unique and innovative idea proposal for the further degradation and bringing back the clean and beautiful environment of the Everest. Certain innovative ideas and practically implementable solutions were proposed and published to improve the quality of Everest and surrounding with first hand interview and survey amongst the relevant people.

Recruitments Portal Designed for The Fine Arts Club VIT that helped in the easier selection of the applied candidates with quick upload & view of all the artworks by the candidates as well as a detailed questionaire.

Languages: HTML, CSS, JS, MySQL, PHP