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ballotchain-for-secure-and-transparent-e-voting-mechanism

In a wide range of practical applications, artificial intelligence (AI) has shown to have enormous potential. However, applying AI to trust-oriented applications like electronic voting still presents some substantial challenges in terms of fairness, transparency, and trustworthiness.

bldc-motor-controller

Design and implement a control system that can be used to regulate the speed and direction of a Brushless DC (BLDC) motor using an Electronic Speed Controller (ESC), and control the angle of a Cyclic Collective Pitch Mixing (CCPM) mechanism using a CCPM controller

bluetooth-controlled-line-follower

it is a robot designed to follow the line and automatically deliver the object to its destination. This robot uses a closed-loop system to follow the track accurately. It can be controlled by a smart phone application using bluetooth technology.

coral-teachable-machine

The Embedded Teachable Machine allows you to quickly and interactively train a computer vision system to recognize objects simply by offering up examples to a camera and pressing one of four buttons to select the classification.

edge-tpu-object-detection

This code performs object detection and tracking using a pre-trained Tensor Flow Lite (TFLite) model. In addition, it can track each unique object in terms of how it is moving through the frame of vision i.e. if it is moving up / down / left / right or just stationary. There are two main scripts: one takes a live video feed from Raspberry Pi camera; the other analyses an existing video file.

face-mask-detection

The system is designed to detect the faces and to determine whether the person wears a face mask or not. Using the above data, we can decide whether the concerned person can be allowed inside public places such as the market, or a hospital. This project can be used in the hospital, market, bus terminals, restaurants, and other public gatherings where the monitoring has to be done. This project consists of a camera that will capture the image of the people entering public places and detect whether the person wears a face mask or not using their facial features.

image-caption-generator-using-cnn

Image caption generator is a task that involves computer vision and natural language processing concepts to recognize the context of an image and describe them in a natural language like English.

inventory_wall-to-wall_counter

keyphrase-detection

A keyphrase detector, often referred to a keyword spotter (KWS) is a simple speech processing application that detects the presence of a predefined word or short phrase in stream of audio. This is commonly encountered nowadays with hotwords (or wake words) such as "OK Google" or "Alexa" that are used by digital assistants to tell them when to start listening. The repo contains a keyphrase detection model that can detect about 140 short keyphrases such as "move left", "position four" in a two second window of audio.

real-time-face-mask-detection-using-deep-learning-and-opencv

Indoor places, such as restaurants and grocery stores, are legally required to have rules in place for the mandatory use of face masks. Having a worker manually examining each person to make sure their mask is on simply defeats the goal of limiting contact with people as much as possible. So, a real-time face mask detection system can be used to address this issue that will not only maximize efficiency but will also ensure to potentially save lives. The technology behind the real-time face mask detection system is not new. In Machine Learning, face mask detection is the problem of computer vision. Too often we see computer vision applications of this technology in our daily lives. A common example is a face unlocking in smartphones. The goal of a face mask detection system is to create an image recognition system that understands how image classification works, and it should work with great accuracy so that our model can be applied in the realtime situations. It will work by recognizing the boundaries of the face and predicting whether or not you are wearing a face mask in real-time.

saihari-n

Check out my portfolio for reference and contact me for mentorship

target-tracking-for-dji-tello-using-hsv

This code provides a tracking algorithm for DJI-Tello. Targets are tracked in HSV color space. There is no learning involved in this project. Hardcoded for green balls for now, but the masks can be changed as per requirements.

ultrasonic-based-blind-stick-using-nodemcu

One of the many challenges that blind people face in life is navigating the streets. On the street, there are numerous vehicles and obstructions that could harm them. Therefore, keeping this issue in mind, we developed a Smart blind stick that searches the area in front of it with an ultrasonic sensor for obstacles.

wusn-based-mining-safety-monitoring

The monitoring system collects temperature, moisture and gas values around the mine, and then transmits the data through wireless underground sensor network.