timothylimyl

Advanced_Lane_Finding

Challenge: Finding the lane lines on the road for a self-driving car.

CarND-Capstone

Capstone project: Program an Autonomous Vehicle

Custom-Traffic-Light-State-Detector

Implementation of object detection algorithm (SSD) using TensorFlow API to detect traffic lights and its current state.

FASHION-MNIST

Benchmarking computer vision algorithm for Fashion MNIST and MNIST dataset.

lit-llama-qa

Experimenting with fine-tuning Generative Pre-trained (GPT) Model to get better intuition and knowledge on how best to fine-tune GPT models and understand GPT model's performance on downstream tasks.

neutral_network

Understand the underlying concepts of neural network and build it from scratch without Deep Learning Frameworks in Python.

Path_Planning

Path planning of a self-driving car along a virtual highway

self_driving_cloning

Behavioral Cloning Project for Udacity Self Driving Nanodegree

UAT

Explanation of Universal Approximation Theorem with Code

Vision-Backbone

Exploration and implementation of vision backbones

timothylimyl/lit-llama-qa

Experimenting with fine-tuning Generative Pre-trained (GPT) Model to get better intuition and knowledge on how best to fine-tune GPT models and understand GPT model's performance on downstream tasks.

timothylimyl/UAT

Explanation of Universal Approximation Theorem with Code

timothylimyl/Vision-Backbone

Exploration and implementation of vision backbones

timothylimyl/FASHION-MNIST

Benchmarking computer vision algorithm for Fashion MNIST and MNIST dataset.

timothylimyl/Custom-Traffic-Light-State-Detector

Implementation of object detection algorithm (SSD) using TensorFlow API to detect traffic lights and its current state.

timothylimyl/Path_Planning

Path planning of a self-driving car along a virtual highway

timothylimyl/PointNet-Pytorch

Learning and reporting about PointNet (PyTorch Implementation)

timothylimyl/SLAM-Neato

Implementation of Simultaneous Localisation and Mapping in simulation (MATLAB) for an indoor vacuum cleaner robot (NEATO).

timothylimyl/CarND-Capstone

Capstone project: Program an Autonomous Vehicle

timothylimyl/lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

timothylimyl/neutral_network

Understand the underlying concepts of neural network and build it from scratch without Deep Learning Frameworks in Python.

timothylimyl/albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

timothylimyl/axolotl

Go ahead and axolotl questions

timothylimyl/BEVFormer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

timothylimyl/CenterNet-better

An easy to understand and better performance version of CenterNet

timothylimyl/Complex-YOLO

Researching 3D Object Detection Algorithm for Final Year Project (Complex-YOLO)

timothylimyl/DeepLabV3Plus-Pytorch

DeepLabv3, DeepLabv3+ and pretrained weights on VOC & Cityscapes

timothylimyl/FastChat

The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"

timothylimyl/Hands-On-GPU-Accelerated-Computer-Vision-with-OpenCV-and-CUDA

Hands-On GPU Accelerated Computer Vision with OpenCV and CUDA, published by Packt

timothylimyl/helm

Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110).

timothylimyl/image_classifier

Building a neural network from scratch using only NumPy Library to classify an object based on its image

timothylimyl/mmclassification

OpenMMLab Image Classification Toolbox and Benchmark

timothylimyl/mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

timothylimyl/prototype_classifier

timothylimyl/pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

timothylimyl/robotx_od_pipeline

University of Newcastle RobotX Repository for 2D Object Detection setup.

timothylimyl/semseg

Semantic Segmentation in Pytorch

timothylimyl/simple_bev

A Simple Baseline for BEV Perception

timothylimyl/SpaceApps_Hackathon

Explanation and validation of hackathon idea.

timothylimyl/test

Testing deployment to streamlit