Hirotaka Ishihara's repositories
lyft-motion-prediction-for-autonomous-vehicle
Deep learning models for self-driving vehicles to predict other car/cyclist/pedestrian (called "agent")'s motion.
coordinated-transit-signal-priority
Improving coordinated (two intersections) transit signal priority on bus travel time and headway reliability with single agent reinforcement learning (SARL) approach
transit-signal-priority-with-spatial-info
Deep Reinforcement Learning with CNN networks (policy/target) training with grid (spatial) public transportation data.
expo-web3auth-cognito
A React-Native mobile app uses Web3Auth login and integrated with AWS-Cognito custom auth flow
broadcast-video-feature-detection
Feature detection on broadcast video, including shot-boundary, human-face, gender detection and feature tracking. UofT CSC420 course final project.
Feather-frontend
A software-as-a-service (SaaS) platform providing AI-powered analysis of sports footage and one-click video editing functionality specifically designed for badminton enthusiasts.
java-app-game-center
A game center application implemented in Java. There are three built-in games and has AI mode with mini-max strategy. There is also a local database which stores different users information such as saved game state, game scores etc. Also provides sockets for more games.
JerryIshihara
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KumiSpace
Platform for Kaggle players to find teammates
malicious-web-traffic-detection
Machine learning models for user behaviour analysis, deployed on Heroku with Flask