Kuan-Ting Lai's starred repositories
Video-Swin-Transformer
This is an official implementation for "Video Swin Transformers".
drone-cloud-platform3.0
Drone Cloud Platfrom is a drone ground control system (GCS) build by Vue.js and it provide user to control there ardupilot-based drone through 4G network.
drone-api-server
The backend API server of drone-cloud-platform 3.0
VoTT_NTUT_UBU18
add new function in VoTT project(based on VoTT version 2.2.0)
coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
temporal-shift-module
[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding
two_stream_soc
SOC of two_stream action recognition on ZCU102
vue2-admin-lte
:bar_chart: adminLTE to vuejs v2.x converting project
yolact_edge
The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022
HeadFirstAndroid2ndEdition
Source code for the second edition of Head First Android Development
node-express-boilerplate
A boilerplate for building production-ready RESTful APIs using Node.js, Express, and Mongoose
mcts-tic-tac-toe
Monte Carlo Tree Search for tic tac toe
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
handle_imabalnce_class
Address imbalance classes in machine learning projects.
HighwayEnv
A minimalist environment for decision-making in autonomous driving
Deep-Reinforcement-Learning-Algorithms
32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.
golden-layout
A multi window layout manager for webapps
ReactJS-AdminLTE
ReactJS version of the original AdminLTE dashboard (EXPERIMENTAL)- https://github.com/almasaeed2010/AdminLTE
Yet-Another-EfficientDet-Pytorch
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
Hands-On-Machine-Learning-for-Algorithmic-Trading
Hands-On Machine Learning for Algorithmic Trading, published by Packt
Verilog-Generator-of-Neural-Net-Digit-Detector-for-FPGA
Verilog Generator of Neural Net Digit Detector for FPGA