Entries
Accurate turn movement counts are critical for optimizing traffic flow and improving intersection management. This entry introduces an AI-powered system that automates turn-counting using video feeds from road intersections. By combining deep learning-based vehicle detection with real-time multi-object tracking, the framework extracts precise vehicle trajectories and classifies turn movements based on key zone crossings.
Technical Abstract:
Problem Statement:
Modern urban infrastructure is fragmented in addressing energy production, air quality, and thermal regulation. Current systems operate independently, creating inefficiencies:
Solar panels generate energy but lack air purification or heat reduction.
Green roofs require high maintenance, irrigation, and structural support for limited cooling.
EduBot is an affordable, AI-powered learning robot that delivers personalized education to students in low-income or rural communities without internet access.
It acts like a mini teacher, understanding each student’s learning pace and customizing lessons in subjects like math, science, and language.
Built using offline AI models, a touchscreen or voice interface, and solar charging,
I have a patent application on invention "flying vehicle," declined on end stage. Ukrpatent said that Ukraine cannot create this project.
Atmospheric pressure 100 kPa. This is mean than in 1 square meter action force 10000 kilogram (kgs). I made experiment.
GROWING lasers on silicon has eluded scientists for decades and has been referred to as the Holy Grail of photonics [1]. The fundamental issue preventing the integration of III-V based laser diodes on silicon (or other) substrates is the lattice mismatch between the material systems.
Summary: This low SWaP-C electronic sextent is a vital tool for commercial shipping vessels and airliners as a backup or co-sensor to navigate in regions with disrupted GPS signal. As long as the sky is clear, this device provides continuous position estimation of < 1 nautical mile on a moving platform anywhere in the world.
Each year, over 36 million falls are reported among U.S. adults aged 65 and older, leading to more than 32,000 deaths and over $50 billion in medical costs (CDC, 2023). A leading intrinsic cause is age-related hyperkyphosis, an excessive forward curvature of the thoracic spine, seen in up to 40% of older adults (Kado et al., 2004).
The proposed development will allow to increase the efficiency of using energy of compressed air in piston motors for generating energy to move a vehicle or a stationary engine (with daily fluctuations in electricity consumption). The considered technical solution will contribute to improving the environmental and techno-economic indicators of piston motors when using compressed air in them.
In recent years, forest fires have increased dramatically in both frequency and intensity, posing a severe threat to human life, wildlife, property, and global ecosystems. Climate change, prolonged droughts, and expanding human settlement near wildland areas have significantly amplified the risk and consequences of wildfires. Traditional fire management and response systems are often reactive,
We have over the course of three years developed an engine specifically designed to address the needs of commercial drones seeking use-cases where battery technology offers insufficient energy density to make possible. It's a Fickett-Jacobs Cycle Pulse Detonation Engine for shaft power.
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