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Master ResearchFood Detection System by DCNN with Transferring Features
Part of the project for my Master thesis. Code will be made available on Github. -
Master ResearchMask-YOLO
Github repo for the proposal of a multi-task learning architecture, Mask-YOLO, to perform both object detection and instance segmentation. -
Master ResearchFoodTracker - A Real-time Food Detection Mobile App by Deep Convolutional Neural Networks
Google Play Store under submission. -
ProjectKaggle - Quick Draw! Doodle Recognition Challenge
Top 15% solution. Github repo and a technical report will be coming soon. -
Work at Start-up5 DoF Robot Control
A media news about the work I did at YPC Technologies during the summer. -
Course ProjectInterpolated Policy Gradient for Robotics Continuous Control
Reinforcement Learning for robotics continuous control, mainly based on Proximal Policy Optimization, extending to Interpolated Policy Gradient and Hindsight Experience Replay (HER). -
Course DesignPedometer App, TI SensorTag, Bluetooth
A final course project designed for senior engineering students when working as a TA at McGill. Along with my personal implementation for a Pedometer app utilizing either interal or external sensors. -
Course ProjectIncremental Learning with CNN
Reproducibility challenge project for a candidate paper of ICLR2018 - Incremental Learning through Deep Adaption.