Kuan-Ting Lai's starred repositories
stable-diffusion-webui
Stable Diffusion web UI
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
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
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.
LangChain-Chinese-Getting-Started-Guide
LangChain çš„ä¸ć–‡ĺ…Ąé—¨ć•™ç¨‹
BlenderProc
A procedural Blender pipeline for photorealistic training image generation
LLM-Finetuning
LLM Finetuning with peft
gradient_descent_viz
interactive visualization of 5 popular gradient descent methods with step-by-step illustration and hyperparameter tuning UI
Photogrammetry-Guide
Photogrammetry Guide. Photogrammetry is widely used for Aerial surveying, Agriculture, Architecture, 3D Games, Robotics, Archaeology, Construction, Emergency management, and Medical.
EasyModbusTCP.NET
Modbus TCP, Modbus UDP and Modbus RTU client/server library for .NET implementations
mavsim_public
Repository for the textbook: Small Unmanned Aircraft: Theory and Practice, by Randy Beard and Tim McLain
BEVFormer_tensorrt
BEVFormer inference on TensorRT, including INT8 Quantization and Custom TensorRT Plugins (float/half/half2/int8).
Better-Internet-Tiles
Bring back Wi-Fi and mobile data tiles on Android 12 or higher + a better unified internet tile
spatial-intention-maps
Learning multi-agent robotic mobile manipulation with deep reinforcement learning
multi-uav-planning
This is a matlab code used in the paper Multi-UAV Routing for Area Coverage and Remote Sensing with Minimum Time
ONNX-HybridNets-Multitask-Road-Detection
Python scripts for performing road segemtnation and car detection using the HybridNets multitask model in ONNX.