KrishArul26's starred repositories
Motorbike-Helmet_detection-using-YOLOV3
This project related to road safety. We have to wear a helmet according to road safety rules when riding a motorcycle. Therefore, these rules are monitored by the police. Also, Due to the invention of high-quality cameras and the development of the state of art in AI, the surveillance system willing to use AI system to detect whether passengers are wearing helmets or not. In this category I have built a model, first, it can be able to detect the motorcycle, then it will find out who is riding the bike. Finally, it will determine whether the person is wearing a helmet or not. To that end, I trained the pre-trained model SSD-MobileNet-V1 to detect motorcycles and humans.
Air-Quality-Index-prediction_with_deployment
India is one of the countries with the highest air pollution country. Generally, air pollution is assessed by PM value or air quality index value. For my further analysis, I have selected PM-2.5 value to determine the air quality prediction and the India-Bangalore region. Also, the data was collected through web scraping with the help of Beautiful Soup.
Autonomous-Vehicle-Running-with-Line-Navigation-and-Object-Detection-Using-OpenCV-and-AI-Techniques-
Mobility on a wide scale is moving towards complete automation. Though the technology for automating the vehicles already exists, these technologies must be optimised to fit the current environment. This project would be a scaled-down model of the Autonomous Car. By running these scaled-down models in the live streaming line detection using OpenCV.
Defect-detection-in-Air-Pressure-system-APS-of-a-truck-using-ML
The dataset consists of data collected from heavy Scania trucks in everyday usage. The system in focus is the Air Pressure system (APS) which generates pressurised air that is utilized in various functions in a truck, such as braking and gear changes. The dataset’s positive class consists of component failures for a specific component of the APS system. The negative class consists of trucks with failures for components not related to the APS. So, I created a model where It can able to detect whether the APS is going to fail or Not.
Live-Face-Mask-Detection-Using-Faster_rcnn
Due to the COVID-19 regulation, people have to wear masks to protect themselves. Also, you need to create a system to find out if a person is wearing a mask or not. Also, this system should give a warning or sound when people are not wearing masks. So, I created the model with the help of Fast-R-CNN
Impact-Resistance-Testing-Instrument-for-Ceramic-Floor-Tiles
impact resistance properties of tiles are important property to be identified, for that purpose impact testing instrument was fabricated according to Sri Lanka industry specification
IoT-Based-Remote-Sensor-Data-Monitoring-and-Actuator-Control
As the current housing systems are moving towards automation, the focus on the systems used within the house is given more focus than the customer requirement. The systems available in the current market are complex and expensive. The objective of the “IoT based remote sensor data monitoring and actuator control” project is to create a partial open-source monitoring system that can be customized based on the individual requirements of the customer which is cheaper than the available market alternatives and user-friendly.
Mail-Classification-using-Bidirectional-LSTM-and-RNN-with-different-vector-methods
Spam classification with RNN, LSTM and Bidirectional LSTM
Smart-Way-Gate-Monitoring-System-for-Supermarket-Due-to-the-Covid-19-Period-using-AI--Live-Streaming
This project is related to whether the person is carrying a rolling basket as well as wearing a mask with them into entering the supermarket or else. The system will generate an alert in terms of sound as well as text.