Kuan-Ting Lai's starred repositories
LLMsPracticalGuide
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
mavsim_public
Repository for the textbook: Small Unmanned Aircraft: Theory and Practice, by Randy Beard and Tim McLain
latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
battery-state-estimation
Estimation of the State of Charge (SOC) of Lithium-ion batteries using Deep LSTMs.
ultralytics
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
youtube-dl
Command-line program to download videos from YouTube.com and other video sites
Signaloid-Demo-Batteries-StateOfChargeEstimation
This example shows how uncertainty in the battery discharge current measurement leads to uncertainty in the battery state of charge (SoC) estimation for different SoC estimation methods.
Battery-Kalman
A simple and naive battery modelisation + Kalman filter for state of charge (SoC) estimation
Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
VisDrone-Dataset
The dataset for drone based detection and tracking is released, including both image/video, and annotations.
node-mavlink
This project is providing native TypeScript bindings and tools for sending and receiving MavLink messages over a verity of medium
Antilatency.Copilot
Precise outdoor landing and indoor positioning for drones
usb-serial-for-android
Android USB host serial driver library for CDC, FTDI, Arduino and other devices.
AndroidWebRTC
Checkout step by step tutorial.
setup-autograding
GitHub Action w/ Bash shell scripts and unit test code in problem-specific JAR files.
kinetics-i3d
Convolutional neural network model for video classification trained on the Kinetics dataset.