Viet Nguyen's Projects
Play games without touching keyboard
ASCII generator (image to text, image to image, video to video)
Character-level CNN for text classification
Character-level CNN for text classification
Deep Q-learning for playing chrome dino game
Proximal Policy Optimization (PPO) algorithm for Contra
Deeplab for semantic segmentation tasks
DeepLabv3, DeepLabv3+ and pretrained weights on VOC & Cityscapes
Deep Q-learning for playing flappy bird game
Hierarchical Attention Networks for document classification
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
photomosaic generator (image to image, video to video)
Training examples and results for ImageNet/CIFAR/COCO/VOC training.
Minimal PyTorch implementation of YOLOv3
Implementation of Quickdraw - an online game developed by Google
Implementation of QuickDraw - an online game developed by Google, combined with AirGesture - a simple gesture recognition application
Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018
Segmentation models with pretrained backbones. PyTorch.
End-to-End Deep Learning and Behavior cloning for Self-Driving Cars
Proximal Policy Optimization (PPO) algorithm for Sonic the Hedgehog
SSD: Single Shot MultiBox Detector pytorch implementation focusing on simplicity
Curiosity-driven Exploration by Self-supervised Prediction for Street Fighter III Third Strike
Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros