The word "Vote" means to choose from a list, to elect or to determine. The project &quo... more The word "Vote" means to choose from a list, to elect or to determine. The project "Online voting system" aims at creating a system through which the voting process for collage representative is made easier in collages. In the current system, voting is performed by using ballot paper and then the counting is executed manually. This is a time consuming process and involves manual effort. It might also lead to the possibility of invalid votes. All the above tedious tasks are eliminated in the above process. In the system discussed here, the counting of votes is done by using a computer. This saves time and also avoids the errors that might occur during the election process of collage. The system is designed with the Android. Internet voting will allow the casting of electronic ballots from virtually any location around the world. Elections may be organized in many different ways. Paper-based elections make use of paper ballots, while automated elections make use of...
Detecting small objects in video streams of head-worn augmented reality devices in near real-time... more Detecting small objects in video streams of head-worn augmented reality devices in near real-time is a huge challenge: training data is typically scarce, the input video stream can be of limited quality, and small objects are notoriously hard to detect. In industrial scenarios, however, it is often possible to leverage contextual knowledge for the detection of small objects. Furthermore, CAD data of objects are typically available and can be used to generate synthetic training data. We describe a near real-time small object detection pipeline for egocentric perception in a manual assembly scenario: We generate a training data set based on CAD data and realistic backgrounds in Unity. We then train a YOLOv4 model for a two-stage detection process: First, the context is recognized, then the small object of interest is detected. We evaluate our pipeline on the augmented reality device Microsoft Hololens 2.
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Papers by Snehal Walunj