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Yuxiao Luo's Projects

jekyll-now icon jekyll-now

Build a Jekyll blog in minutes, without touching the command line.

legends icon legends

BU CS611 Assignment: Legends - Monsters and Heroes

mask-yolo icon mask-yolo

Inspired from Mask R-CNN to build a multi-task learning, two-branch architecture: one branch based on YOLOv2 for object detection, the other branch for instance segmentation. Simply tested on Rice and Shapes. MobileNet supported.

multird icon multird

Code and data of the AAAI-20 paper "Multi-channel Reverse Dictionary Model"

nn-topology-post icon nn-topology-post

A blog post exploring a connection between neural networks and topology

opencv icon opencv

Open Source Computer Vision Library

single-image-surface-normal-estimation icon single-image-surface-normal-estimation

PyTorch implementation of the hourglass architecture proposed in "Single-Image Depth Perception in the Wild" by Chen, et al. in NIPS 2016. Adapted for surface normal estimation instead of relative depth estimation.

singleshotpose icon singleshotpose

This research project implements a real-time object detection and pose estimation method as described in the paper, Tekin et al. "Real-Time Seamless Single Shot 6D Object Pose Prediction", CVPR 2018. (https://arxiv.org/abs/1711.08848).

textattack icon textattack

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

transformers icon transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

uc-berkeley-ai-pacman-project icon uc-berkeley-ai-pacman-project

Artificial Intelligence project designed by UC Berkeley. Designed game agents for the game Pacman using basic, adversarial and stochastic search algorithms, and reinforcement learning concepts

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