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/Advanced_Lane_Finding

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

timothylimyl/self_driving_cloning

Behavioral Cloning Project for Udacity Self Driving Nanodegree

timothylimyl/CarND-Behavioral-Cloning-P3

Starting files for the Udacity CarND Behavioral Cloning Project

timothylimyl/embedded_system

Codes for a safety system using STM32

timothylimyl/Extended_Kalman_Filter

Implementation of Extended Kalman Filter (EKF) for Lidar and Radar Measurements for tracking objects

timothylimyl/facial_verification_version1

Facial Recognition System

timothylimyl/KITTI_Tutorial

Tutorial for using Kitti dataset easily

timothylimyl/Learning_about_GAN

timothylimyl/pytorch_pointpillars

timothylimyl/traffic_symbols

Classifying 43 Classes of Traffic Symbols with Convolutional Neural Network