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Akshat Sharma's Projects

detectron-occupancy-detection icon detectron-occupancy-detection

How many times it has happened that you visit a restaurant or a food plaza and it is completely full with no occupancy left. It would have been better if you could know about the occupancy of a restaurant/plaza before hand through a display (online/offline). Now a days it is done by placing sensors and then knowing which tables are occupied. But there is an issue with the sensors that they require batteries to operate thus increasing the cost. Also sesnors can get faulty with time thus giving false readings with time, forcing the owner to change them. We provide a solution by applying deep learning on the cctv footage and then applying some logic to know the occupancy of each table thus live updating the display. Now this will also help the owner to know the statistics of the plaza i.e. on which day did maximum people came, how opening the plaza on sunday affected the people coming and all other stats. This solution can also be used for energy saving purposes i.e. lights will be switched off if no person is there in the hall and only when someone comes lights will get switched on.

feedback-system icon feedback-system

Arduino Based Feedback System to rate a service as good, bad or excellent.

followmetello icon followmetello

Made my drone to follow me where-ever i go using open-cv. Also added speech recognition so that it hears my commands too.

rl-based-self-driving-car icon rl-based-self-driving-car

In this project, we suggest a supervisor agent that uses deep reinforcement learning to improve driver assistance systems. The agent has to maximize its speed on a multi lane expressway.

smart-stick-for-blind icon smart-stick-for-blind

Walking stick for blind persons,consisting of voice alarms for near and far distant obstacles, water pits and dark areas

smart_blindstick icon smart_blindstick

The demonstration project which can help visually impaired person to percept its surroundings

stickerworld icon stickerworld

Bot for whatsapp that automatically generates Sticker from the images or videos it receives

stock-trend-prediction icon stock-trend-prediction

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

stocks-pattern-analyzer icon stocks-pattern-analyzer

This tool should help discover different patterns based on similarity measures in historical (financial) data

webrtc-scalable-broadcast-p2p icon webrtc-scalable-broadcast-p2p

WebRTC based scalable p2p broadcast by relaying video stream from one peer to other. No CPU/Bandwidth issues. Google slides in Readme explain the algorithm. Master's Stream is forwarded/relayed to every client.

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