Kuan-Ting Lai (kuanting)

kuanting

Geek Repo

Company:Taipei Tech

Home Page:www.aiotlab.org

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Kuan-Ting Lai's starred repositories

LLMsPracticalGuide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

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stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

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dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

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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

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mavsim_public

Repository for the textbook: Small Unmanned Aircraft: Theory and Practice, by Randy Beard and Tim McLain

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latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

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battery-state-estimation

Estimation of the State of Charge (SOC) of Lithium-ion batteries using Deep LSTMs.

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HelpApp

WiFi Direct based Group Chat and Ledger app built for disaster management

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ultralytics

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

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bevfusion

[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

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PyBaMM

Fast and flexible physics-based battery models in Python

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youtube-dl

Command-line program to download videos from YouTube.com and other video sites

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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.

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Battery-Kalman

A simple and naive battery modelisation + Kalman filter for state of charge (SoC) estimation

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yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

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Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

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VisDrone-Dataset

The dataset for drone based detection and tracking is released, including both image/video, and annotations.

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node-mavlink

This project is providing native TypeScript bindings and tools for sending and receiving MavLink messages over a verity of medium

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UsbSerial

Usb serial controller for Android

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Antilatency.Copilot

Precise outdoor landing and indoor positioning for drones

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DLFS_code

Code for the book Deep Learning From Scratch, from O'Reilly September 2019

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usb-serial-for-android

Android USB host serial driver library for CDC, FTDI, Arduino and other devices.

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UVCCamera

library and sample to access to UVC web camera on non-rooted Android device

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AndroidWebRTC

Checkout step by step tutorial.

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yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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setup-autograding

GitHub Action w/ Bash shell scripts and unit test code in problem-specific JAR files.

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kinetics-i3d

Convolutional neural network model for video classification trained on the Kinetics dataset.

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