Jou-ching (George) Sung (georgesung)

georgesung

Geek Repo

Location:Oxford, UK

Home Page:https://www.georgesung.com

Twitter:@sungjouching

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Jou-ching (George) Sung's repositories

ssd_tensorflow_traffic_sign_detection

Implementation of Single Shot MultiBox Detector in TensorFlow, to detect and classify traffic signs

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advanced_lane_detection

Advanced lane detection using computer vision

road_lane_line_detection

Find lane lines on the road using Python and OpenCV, applying Canny edge detectors and Hough line transforms

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llm_qlora

Fine-tuning LLMs using QLoRA

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LLM-WikipediaQA

Document Q&A on Wikipedia articles using LLMs

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TD3

Benchmarking TD3 and DDPG on PyBullet

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deep_rl_acrobot

TensorFlow A2C to solve Acrobot, with synchronized parallel environments

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vehicle_detection_hog_svm

Vehicle detection using HOG + SVM and sliding windows

traffic_sign_classification_german

Traffic sign classification for the German Traffic Sign Dataset

behavioral_cloning

Deep learning to train an autonomous vehicle to mimic human driving

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ml_competition_didi

My entry into DiDi Research's machine learning algorithm competition (http://research.xiaojukeji.com/competition/main.action?competitionId=DiTech2016)

neurips2018_rl_challenge

Reinforcement learning for human walking motion with prosthetic leg

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tennis-match

Tennis match-making web app to find tennis partners of similar skill, at preferred time and place

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fsdl-text-recognizer-project

Full Stack Deep Learning Bootcamp Project (Public)

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model_predictive_control

Udacity Self-Driving Car Nanodegree: MPC Project

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particle_filter

Udacity Self-Driving Car Nanodegree: Particle Filter Project

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udacity_deeplearning

Deep learning course assignments from Udacity's Deep Learning course

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whisper_asr_app

Streamlit app to record audio and run speech recognition (ASR)

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extended_kalman_filter

Extended Kalman Filter: Project 6 of Udacity Self-Driving Car Nanodegree

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georgesung.github.io

My technical blog

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ml_nanodegree_smartcab

Reinforcement learning project, part of Machine Learning Nanodegree from Udacity

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pid_controller

Udacity Self-Driving Car Nanodegree: PID Controller Project

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unscented_kalman_filter

Udacity Self-Driving Car Nanodegree: Unscented Kalman Filter Project

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